{
  "version": 1,
  "items": [
    {
      "type": "grok guide",
      "title": "Start Here: Your Grok Bot Reading Path",
      "summary": "New to Grok Bot? Five things to know first and the best order to read everything else.",
      "href": "/grok-bot/start-here/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "What Is Grok Bot?",
      "summary": "A friendly, plain-English overview of xAI's Grok Bot, built from the official product page.",
      "href": "/grok-bot/what-is-grok-bot/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "Grok Bot FAQ",
      "summary": "Quick answers to the most common Grok Bot questions, straight from xAI's official page.",
      "href": "/grok-bot/faq/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "Grok Bot vs. AI Chat Assistants",
      "summary": "What makes a Bot different from a chat assistant, in plain English, per xAI.",
      "href": "/grok-bot/vs-chatbots/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "Grok Bot Security & Privacy",
      "summary": "How xAI says Grok Bot handles your data, plus simple questions to ask before you hand a Bot real work.",
      "href": "/grok-bot/security-privacy/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "How to Brief a Bot",
      "summary": "Five simple patterns for handing a task to a Bot, so you get back what you wanted.",
      "href": "/grok-bot/prompt-patterns/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "Grok Bot Pricing and Plans, Explained",
      "summary": "What each Grok Bot plan costs and adds, how extra usage is billed, and which prices xAI doesn't list.",
      "href": "/grok-bot/pricing/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "Grok Bot Use Cases for Small Business",
      "summary": "Eight ready-made Bot jobs from xAI's library that fit an owner-run business, with our tips.",
      "href": "/grok-bot/use-cases/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "How Grok Bots Work Together",
      "summary": "How several Bots share one cloud computer, hand off work, and keep context, per xAI.",
      "href": "/grok-bot/how-bots-work-together/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "Teach a Bot a Task",
      "summary": "Show a Bot a task once, and it saves a routine it can run on its own, per xAI.",
      "href": "/grok-bot/teach-a-task/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "Grok Bot Templates for Small Business",
      "summary": "50 ready-made Grok Bots for marketing, sales, service, ops, and more, each checked on x.ai.",
      "href": "/grok-bot/templates/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "How Grok Bot Templates Work",
      "summary": "What a template includes and leaves out, and how to share or install one safely.",
      "href": "/grok-bot/templates/how-templates-work/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "Grok Bot Approval Rules, Explained",
      "summary": "How Auto-review and the Permissions section decide what waits for your OK, per xAI.",
      "href": "/grok-bot/approval-rules/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "The Grok Bot Vault",
      "summary": "What the Vault stores, how payments and 1Password sign-ins work, and good habits.",
      "href": "/grok-bot/vault/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "Connecting Your Apps to Grok Bot",
      "summary": "Connectors, plugins, and the Connect Apps screen, plus how you stay in control.",
      "href": "/grok-bot/connect-apps/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "Using Grok Bot in Slack",
      "summary": "Team Bots, Slack drafts and approvals, and privacy in shared channels, per xAI.",
      "href": "/grok-bot/slack/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "Grok Bot Pages, Explained",
      "summary": "Reports, memos, and dashboards your Bot builds and keeps current, plus sharing.",
      "href": "/grok-bot/pages/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "Giving Your Bot Its Own Email",
      "summary": "How a Bot claims an address, sends drafts for approval, and uses tagged addresses.",
      "href": "/grok-bot/bot-email/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "Grok Bot Routines: Put Repeat Work on Autopilot",
      "summary": "Scheduled, webhook, and message-triggered routines, plus pausing, limits, and drafts.",
      "href": "/grok-bot/routines/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "Talking to Grok Bot: Voice Chats and Dictation",
      "summary": "Voice calls that remember earlier chats, dictation, voice memos, and team calls.",
      "href": "/grok-bot/voice-chats/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "What Grok Bot Remembers, and How to Manage It",
      "summary": "Memory across chats, Import Memory, Team Bot notes, and deleting memory.",
      "href": "/grok-bot/memory/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "Grok Bot's Computer, Explained",
      "summary": "Watching or taking control, sleep and wake, sign-ins, disk space, and permissions.",
      "href": "/grok-bot/bots-computer/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "Grok Bot Question Cards and Secure Forms",
      "summary": "How your Bot asks for decisions and details: cards, payment choices, and Secure Forms.",
      "href": "/grok-bot/question-cards-forms/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "Grok Bot Admin Controls for Teams",
      "summary": "Sharing, template publishing, plugins, Bot-to-Bot messaging, and members' computers.",
      "href": "/grok-bot/team-admin-controls/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "Grok Bot Usage and Billing Settings, Explained",
      "summary": "Weekly usage, on-demand and spend limits, limit banners, and ending a trial.",
      "href": "/grok-bot/usage-billing/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "Grok Bot Languages and Accessibility Options",
      "summary": "App languages, Follow System, right-to-left layouts, and screen reader support.",
      "href": "/grok-bot/languages-accessibility/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok guide",
      "title": "Grok Bot Notifications on Your Phone and Desktop",
      "summary": "Where replies notify you, per-Bot switches, badges, and quiet routine posts.",
      "href": "/grok-bot/notifications/",
      "keywords": "grok bot xai"
    },
    {
      "type": "grok bot template",
      "title": "SEO & AEO Desk",
      "summary": "Turns your keywords into content ideas and writer-ready briefs for search and AI answers. Works from a pasted keyword list or your Search Console.",
      "href": "/grok-bot/templates/seo-aeo-desk/",
      "keywords": "grok bot template Adam Tanguay marketing"
    },
    {
      "type": "grok bot template",
      "title": "AI Search Visibility",
      "summary": "Checks whether AI assistants and Google recommend you, and who they name instead. Starts from a handful of questions your buyers actually ask.",
      "href": "/grok-bot/templates/ai-search-visibility/",
      "keywords": "grok bot template Adam Tanguay marketing"
    },
    {
      "type": "grok bot template",
      "title": "Site Audit",
      "summary": "SEO + content + speed + a11y + CRO + schema audit. Scored, P0/P1/P2, evidence URLs. Monthly diff. No invented metrics.",
      "href": "/grok-bot/templates/#t-site-audit",
      "keywords": "grok bot template Shimecki marketing"
    },
    {
      "type": "grok bot template",
      "title": "Ad Spend Watch",
      "summary": "Watches your ad spend and performance and flags what's breaking before it burns budget. Works from a pasted export, and never pauses a campaign without your yes.",
      "href": "/grok-bot/templates/ad-spend-watch/",
      "keywords": "grok bot template Miguel Cruz marketing"
    },
    {
      "type": "grok bot template",
      "title": "Paid Media Report Desk",
      "summary": "Turns your Google Ads, Meta, and LinkedIn exports into one weekly report with commentary. Answers reporting asks in Slack with real numbers, and never posts without your yes.",
      "href": "/grok-bot/templates/#t-paid-media-report-desk",
      "keywords": "grok bot template Miguel Cruz marketing"
    },
    {
      "type": "grok bot template",
      "title": "Competitor Watch",
      "summary": "Tracks competitor pricing, product, and hiring pages and briefs you on real changes. Starts from a list of URLs you paste.",
      "href": "/grok-bot/templates/competitor-watch/",
      "keywords": "grok bot template Shimecki research"
    },
    {
      "type": "grok bot template",
      "title": "Market Researcher",
      "summary": "Monitors your competitors' public websites, ads, marketing, pricing, and positioning on a standing cadence. Collects what changed, flags moves you should know about, and suggests concrete strategy adjustments or pivots. Never posts or contacts anyone.",
      "href": "/grok-bot/templates/#t-market-researcher",
      "keywords": "grok bot template Josh Kim research"
    },
    {
      "type": "grok bot template",
      "title": "Overheard",
      "summary": "Watches Reddit, Hacker News, news sites, and X for third-party mentions of your name, brand, and URLs, then sends a short weekday digest when something clears the bar. Stays quiet on dead days and never posts on your behalf.",
      "href": "/grok-bot/templates/overheard/",
      "keywords": "grok bot template Lenny Rachitsky research"
    },
    {
      "type": "grok bot template",
      "title": "X Brief",
      "summary": "Turns the accounts and topics you pick on X into one short daily brief. Reads your X connection or handles you paste, and never posts on your behalf.",
      "href": "/grok-bot/templates/#t-x-brief",
      "keywords": "grok bot template Dan McAteer research"
    },
    {
      "type": "grok bot template",
      "title": "Copy Humanizer",
      "summary": "Edits and rewrites drafts, emails, and pages so they read like a person wrote them. Keeps your voice, shows every change and why, and never invents a fact.",
      "href": "/grok-bot/templates/copy-humanizer/",
      "keywords": "grok bot template Massimo De Luisa content"
    },
    {
      "type": "grok bot template",
      "title": "Writing Bot",
      "summary": "A writing partner for drafting and revising essays, emails, docs, and other prose. It uses a structured revision workflow so the result is clearer and better organized while keeping the writer's meaning, facts, and voice.",
      "href": "/grok-bot/templates/#t-writing-bot",
      "keywords": "grok bot template Matt Palmer content"
    },
    {
      "type": "grok bot template",
      "title": "Clip Bot",
      "summary": "Finds the best moments in a long recording and cuts them into short captioned clips. Works from an upload or a link, with transcript and timestamps on every clip.",
      "href": "/grok-bot/templates/clip-bot/",
      "keywords": "grok bot template This Week in AI content"
    },
    {
      "type": "grok bot template",
      "title": "Stills & Clips Desk",
      "summary": "Pulls stills, thumbnails, and short clips out of your footage, sized for where they go. Cleans up screenshots for docs too, and writes the caption and alt text.",
      "href": "/grok-bot/templates/#t-stills-and-clips-desk",
      "keywords": "grok bot template Matt Palmer content"
    },
    {
      "type": "grok bot template",
      "title": "Video Edit Desk",
      "summary": "Turns uploaded footage into cut clips, burned-in captions, and platform-sized exports. Works from your notes and never overwrites the original.",
      "href": "/grok-bot/templates/#t-video-edit-desk",
      "keywords": "grok bot template X Freeze content"
    },
    {
      "type": "grok bot template",
      "title": "Imogen",
      "summary": "Imogen the Impala Image Interpreter writes brief, copyable alt text focused on the most important part of an image, so images are accessible to blind people.",
      "href": "/grok-bot/templates/#t-imogen",
      "keywords": "grok bot template Kent C. Dodds content"
    },
    {
      "type": "grok bot template",
      "title": "Social Media Manager",
      "summary": "Learns your voice from your own posts, keeps a weekly content calendar, and drafts posts and replies for each platform. Reviews what performed and adjusts.",
      "href": "/grok-bot/templates/#t-social-media-manager",
      "keywords": "grok bot template Charles Bonetti content"
    },
    {
      "type": "grok bot template",
      "title": "Content Engine",
      "summary": "Every day, turns your real wins (sales, launches, customer quotes, lessons, numbers) into 1-3 short X or LinkedIn drafts in your own voice. Build in public: one idea per post, specific hook, win then lesson then proof. Drafts only, it never posts, schedules or sends, and never invents a fact.",
      "href": "/grok-bot/templates/#t-content-engine",
      "keywords": "grok bot template Hamza Dincer content"
    },
    {
      "type": "grok bot template",
      "title": "Outbound Prospecting",
      "summary": "Finds prospects that match your ideal customer, then drafts a first message to each one. Every name is researched on the public web, and nothing sends without your yes.",
      "href": "/grok-bot/templates/outbound-prospecting/",
      "keywords": "grok bot template Krista Letz sales"
    },
    {
      "type": "grok bot template",
      "title": "Prospect Drafts",
      "summary": "Finds fit prospects from your geography, industries, and offer, then writes first-touch Gmail drafts in your voice with your price and signature. You send.",
      "href": "/grok-bot/templates/#t-prospect-drafts",
      "keywords": "grok bot template Sam Morgan sales"
    },
    {
      "type": "grok bot template",
      "title": "Account Research Desk",
      "summary": "Researches the companies you sell to and writes your pre-call brief and account plan. Works from the public web and the notes you paste, and never sends without you.",
      "href": "/grok-bot/templates/#t-account-research-desk",
      "keywords": "grok bot template Anoop Baliga sales"
    },
    {
      "type": "grok bot template",
      "title": "Sales Call Coach",
      "summary": "Scores your sales calls and tells you what to fix before the next one. Works from a pasted transcript or an uploaded recording.",
      "href": "/grok-bot/templates/#t-sales-call-coach",
      "keywords": "grok bot template Daniel Brill sales"
    },
    {
      "type": "grok bot template",
      "title": "Call Follow-Ups",
      "summary": "Turns each recorded call into a follow-up email in your voice, a next-steps note, and the CRM updates, including the qualification fields your team runs on. Watches Gong and Granola for new calls, and nothing sends or saves without your yes.",
      "href": "/grok-bot/templates/#t-call-follow-ups",
      "keywords": "grok bot template Daniel Brill sales"
    },
    {
      "type": "grok bot template",
      "title": "GTM Loop Closer",
      "summary": "Finds promises, follow-ups, and customer details left behind in meetings, email, Slack, CRM, or task tools. Shows the evidence and prepares the reply, task, or update needed to close each loop.",
      "href": "/grok-bot/templates/#t-gtm-loop-closer",
      "keywords": "grok bot template Jon Grigull sales"
    },
    {
      "type": "grok bot template",
      "title": "Lead Pipeline Desk",
      "summary": "Scores your inbound leads, merges duplicates, assigns an owner, and flags what's stuck. Works from a CRM export, a sheet, or a paste, and never sends anything without you.",
      "href": "/grok-bot/templates/lead-pipeline-desk/",
      "keywords": "grok bot template Miguel Cruz sales"
    },
    {
      "type": "grok bot template",
      "title": "Customer Proof Desk",
      "summary": "Turns call notes and transcripts into case studies, testimonials, and proof points. Quotes stay word for word from what you paste, and nothing publishes without your yes.",
      "href": "/grok-bot/templates/customer-proof-desk/",
      "keywords": "grok bot template Anoop Baliga sales"
    },
    {
      "type": "grok bot template",
      "title": "Follow-Up Nudge",
      "summary": "Weekday scan of your sent mail for unanswered outbound threads: short status plus one-line draft nudges. Quiet when nothing is overdue; never sends mail without your yes.",
      "href": "/grok-bot/templates/#t-follow-up-nudge",
      "keywords": "grok bot template Mike Mosley sales"
    },
    {
      "type": "grok bot template",
      "title": "Winback Desk",
      "summary": "Finds customers who quit in the last 6 months and drafts personal win-back and exit-feedback emails for your approval. Overnight, it groups their reasons into a 5-step plan to keep the next ones. Nothing sends without your yes.",
      "href": "/grok-bot/templates/#t-winback-desk",
      "keywords": "grok bot template Screaming Chicken sales"
    },
    {
      "type": "grok bot template",
      "title": "eBay Lister",
      "summary": "Send a photo of something you want to sell and it identifies the item, checks eBay sold prices, suggests a price, and writes the listing as a draft for you to approve.",
      "href": "/grok-bot/templates/#t-ebay-lister",
      "keywords": "grok bot template Christian Morón sales"
    },
    {
      "type": "grok bot template",
      "title": "Product Support Inbox Assistant",
      "summary": "Helps you find and draft answers to product questions. Never sends emails without you.",
      "href": "/grok-bot/templates/product-support-inbox-assistant/",
      "keywords": "grok bot template Anoop Baliga service"
    },
    {
      "type": "grok bot template",
      "title": "Company Docs Q&A",
      "summary": "Answers product and how-to questions from live docs first, then connected knowledge sources, and always cites sources. Built for anyone who wants a trustworthy internal knowledge bot.",
      "href": "/grok-bot/templates/company-docs-q-a/",
      "keywords": "grok bot template Anoop Baliga service"
    },
    {
      "type": "grok bot template",
      "title": "Contractor Front Desk",
      "summary": "I sort missed-call voicemails and web-form leads for home-services businesses into hot, warm, spam or existing-job, write the reply, and plan the 2h/24h/72h follow-up. Paste one lead to start; nothing is sent without your yes.",
      "href": "/grok-bot/templates/#t-contractor-front-desk",
      "keywords": "grok bot template Thuong P. Nguyen service"
    },
    {
      "type": "grok bot template",
      "title": "Grok Bot Text & Voicemail",
      "summary": "An inbound front desk for your small business or anyone you'd rather not give your personal number. Reads texts and voicemails your Google Voice number forwards to Gmail, sorts them by intent and urgency, drafts replies for your approval, and books appointments on a calendar just for the bot.",
      "href": "/grok-bot/templates/#t-grok-bot-text-voicemail",
      "keywords": "grok bot template Brian Roemmele service"
    },
    {
      "type": "grok bot template",
      "title": "Airbnb & Short-Term Rental Manager",
      "summary": "Runs the day-to-day of short-term rentals: watches guest messages and inquiries, drafts replies in your voice, checks arrivals, tidies the ops inbox and proposes pricing fixes. Drafts by default; nothing goes out without your yes.",
      "href": "/grok-bot/templates/#t-airbnb-str-manager",
      "keywords": "grok bot template Benjamin service"
    },
    {
      "type": "grok bot template",
      "title": "Inbox Zero Chief of Staff",
      "summary": "Gets your inbox to zero and keeps it there: daily triage, a digest of what needs you, and reply drafts you approve before anything is sent.",
      "href": "/grok-bot/templates/#t-inbox-zero-chief-of-staff",
      "keywords": "grok bot template Moritz Bierling service"
    },
    {
      "type": "grok bot template",
      "title": "Founder's Desk",
      "summary": "Chief of staff for a business owner. Runs a weekday morning brief: what shipped, what is stuck, what needs you, open commitments, today's calendar, and anything overdue. Also drafts, and only drafts, ICP and target lists, overnight account research, call prep, outreach and follow-ups in the owner's voice, CRM notes, inbox triage, support replies only when confident, invoice and expense prep, and competitor or content watches. Read-only first. Never sends email, LinkedIn, posts, or ads. Never publishes, pays, signs, files, merges CRM records, changes prices, or moves money. Asks before anything that leaves the building. Returns a short brief and stops.",
      "href": "/grok-bot/templates/#t-founders-desk",
      "keywords": "grok bot template Ira Divinsky ops"
    },
    {
      "type": "grok bot template",
      "title": "Operator",
      "summary": "A calm operator for a small business. Keeps the day moving and only brings you the decisions that need you.",
      "href": "/grok-bot/templates/#t-operator",
      "keywords": "grok bot template Mark Cassara ops"
    },
    {
      "type": "grok bot template",
      "title": "Office Ops Desk",
      "summary": "Tracks office shipments, facilities issues, and team birthdays, then writes the digests. Works from a pasted list or a spreadsheet, and never sends without you.",
      "href": "/grok-bot/templates/office-ops-desk/",
      "keywords": "grok bot template Erika Cabrera ops"
    },
    {
      "type": "grok bot template",
      "title": "Event Request Desk",
      "summary": "Scores every event, sponsorship, and speaking ask, then drafts your yes or no. Works from a Slack channel or a paste, and never sends without you.",
      "href": "/grok-bot/templates/event-request-desk/",
      "keywords": "grok bot template Emma Weyrauch ops"
    },
    {
      "type": "grok bot template",
      "title": "Event Producer",
      "summary": "Turns your event details into a run of show, guest list, and day-of checklist. Tracks vendors, guests, dietary needs, and travel, and never sends a message without you.",
      "href": "/grok-bot/templates/#t-event-producer",
      "keywords": "grok bot template Jenna Nanpei ops"
    },
    {
      "type": "grok bot template",
      "title": "Recruiting Coordinator",
      "summary": "Schedules interview loops, preps your interviewers, and chases what's stalled. Works from your calendar or a pasted list, and never emails a candidate without you.",
      "href": "/grok-bot/templates/#t-recruiting-coordinator",
      "keywords": "grok bot template Tommy Hansen ops"
    },
    {
      "type": "grok bot template",
      "title": "Meeting Recap Deck",
      "summary": "Turns your meeting notes into a recap deck in your slide template. Works from notes you paste or upload, and never invents a quote.",
      "href": "/grok-bot/templates/#t-meeting-recap-deck",
      "keywords": "grok bot template Krista Letz ops"
    },
    {
      "type": "grok bot template",
      "title": "Don't Leave Me Hanging",
      "summary": "Scans your older Gmail threads for promises and open loops nobody closed, ranks them by deadline and stakes, and drafts a short follow-up for each. Never sends, archives, or labels without your approval.",
      "href": "/grok-bot/templates/#t-dont-leave-me-hanging",
      "keywords": "grok bot template Brian Roemmele ops"
    },
    {
      "type": "grok bot template",
      "title": "Restaurant Franchise Owner Assistant",
      "summary": "A chief of staff for restaurant and franchise owners: a morning inbox digest that flags bank, supplier, and payroll mail, a monthly per-store DoorDash/delivery tax report, and on-demand POS store reports.",
      "href": "/grok-bot/templates/#t-restaurant-owner-assistant",
      "keywords": "grok bot template Ketan patel ops"
    },
    {
      "type": "grok bot template",
      "title": "Haggle Bot",
      "summary": "Inventories your SaaS spend from Ramp and bills, finds evidence-backed savings (unused seats, duplicates, cheaper alternatives), and drafts vendor counters for your review. Never spends, signs, or sends without you.",
      "href": "/grok-bot/templates/haggle-bot/",
      "keywords": "grok bot template Daniel Gartshein finance"
    },
    {
      "type": "grok bot template",
      "title": "Paperwork Desk",
      "summary": "Forward your bills, renewal notices, leases, medical bills, and letters. Paperwork Desk pulls out what you owe and when, tracks every deadline, reminds you before it's due, and drafts replies you approve before anything is sent.",
      "href": "/grok-bot/templates/#t-paperwork-desk",
      "keywords": "grok bot template Daniel Masarsky finance"
    },
    {
      "type": "grok bot template",
      "title": "Fine Print",
      "summary": "Send it any contract, lease, bill, or terms of service and it tells you what's really in it, flags hidden fees and gotchas, and writes the dispute letter.",
      "href": "/grok-bot/templates/#t-fine-print",
      "keywords": "grok bot template Dirty Tesla finance"
    },
    {
      "type": "grok bot template",
      "title": "Landlord Ledger",
      "summary": "Bookkeeping for small landlords. Matches rent deposits to each tenant, flags late or short rent, sorts expenses into Schedule E categories, files receipts, tracks lease and notice dates, and sends a monthly rent roll and tax-year summary. Reminders are drafts you approve. Never moves money.",
      "href": "/grok-bot/templates/#t-landlord-ledger",
      "keywords": "grok bot template Daniel Masarsky finance"
    },
    {
      "type": "grok bot template",
      "title": "Email Scam Filter",
      "summary": "Scans your Gmail every morning, read-only, and gives every suspicious email a color-coded 0–100 scam score using the latest alerts from the FTC, FBI, BBB, and security researchers. It never clicks, replies, or deletes.",
      "href": "/grok-bot/templates/#t-email-scam-filter",
      "keywords": "grok bot template Brian Roemmele finance"
    },
    {
      "type": "grok bot template",
      "title": "dr eggbot",
      "summary": "Designs high-quality Grok Bots. Asks a few preference questions, then creates them. Non-coding bots get one job, one voice, and explicit anti-jobs.",
      "href": "/grok-bot/templates/#t-dr-eggbot",
      "keywords": "grok bot template Lauren Tan helpers"
    },
    {
      "type": "grok bot template",
      "title": "Import Bot",
      "summary": "Brings your setup from Claude Cowork, Codex, ChatGPT, OpenClaw, and Hermes into Grok Bot, then creates the expert bots that cover it or adds to the bots you already have. Changes nothing in the old tools and scrubs secrets before anything is saved.",
      "href": "/grok-bot/templates/#t-import-bot",
      "keywords": "grok bot template Shub Gaur helpers"
    },
    {
      "type": "agent",
      "title": "Grok Bot",
      "summary": "AI teammates from xAI. You hand them tasks, they work on their own computer (even several at once), learn routines when you show them, and check with you before anything important.",
      "href": "/agents/grok-bot/",
      "keywords": "task-automation multi-bot-parallel routine-learning app-and-web-use human-approval-gates persistent-context desktop ios macos operations sales research customer-service xAI"
    },
    {
      "type": "agent",
      "title": "Claude Code",
      "summary": "Anthropic's AI coding helper. It reads your project's code, edits files, runs commands, and works with your other dev tools, in the terminal, your code editor, a desktop app, or the browser.",
      "href": "/agents/claude-code/",
      "keywords": "codebase-editing command-execution git-and-prs mcp-integrations parallel-agents scheduled-tasks cli-automation terminal vscode jetbrains desktop web operations product Anthropic"
    },
    {
      "type": "agent",
      "title": "n8n AI agents",
      "summary": "n8n lets you mix step-by-step automations with AI agents in one place. You can see what every run did, use 600+ built-in app connections as tools, and even host it yourself.",
      "href": "/agents/n8n-ai-agents/",
      "keywords": "workflow-automation ai-agent-nodes tool-calling human-in-the-loop self-hosting execution-audit web self-hosted operations marketing customer-service n8n"
    },
    {
      "type": "agent",
      "title": "Zapier Agents (AI by Zapier)",
      "summary": "Zapier's AI agents. They started out as Zapier Agents (agents.zapier.com) and are moving into \"AI by Zapier\" steps inside regular Zaps, with app actions, approvals, and controls across your apps.",
      "href": "/agents/zapier-agents/",
      "keywords": "tool-calling app-automation triggers-and-schedules per-tool-approvals knowledge-sources zap-history web operations marketing customer-service sales Zapier"
    },
    {
      "type": "agent",
      "title": "Make AI Agents",
      "summary": "AI agents built inside Make's visual, no-code canvas. They make judgment calls on messy work like emails and documents, then trigger your regular Make workflows, and you can see every decision they make.",
      "href": "/agents/make-ai-agents/",
      "keywords": "no-code-builder reasoning-visibility human-approval-gates app-integrations reusable-agents web operations customer-service sales Make"
    },
    {
      "type": "agent",
      "title": "Microsoft Copilot Studio",
      "summary": "Microsoft's low-code studio for building AI agents and workflows. You connect them to your business data and publish them where your team and customers already are, like Microsoft Teams or your website.",
      "href": "/agents/microsoft-copilot-studio/",
      "keywords": "low-code-builder agents-and-workflows human-approval-gates knowledge-sources multi-channel-publishing analytics-and-evaluations web operations customer-service Microsoft"
    },
    {
      "type": "agent",
      "title": "Lindy",
      "summary": "An \"AI employee\" for your team. You hand Lindy work in Slack, iMessage, email, or your browser, and it works across your tools, remembers how your business runs, and can wait for your OK before it sends anything.",
      "href": "/agents/lindy/",
      "keywords": "app-integrations mcp-support browser-use meeting-context scheduled-routines skills editable-memory human-approval-gates web slack email imessage operations sales marketing Lindy"
    },
    {
      "type": "agent",
      "title": "Gumloop",
      "summary": "A no-code AI agent builder for teams. You describe the work in plain English, and Gumloop builds agents that connect to your apps, run on triggers, and use skills they can reuse.",
      "href": "/agents/gumloop/",
      "keywords": "app-integrations mcp-support triggers skills artifacts browser-use bring-your-own-model-keys web chrome-extension api cli sales marketing operations customer-service Gumloop (AgentHub Inc.)"
    },
    {
      "type": "agent",
      "title": "Botpress",
      "summary": "An AI agent platform built for customer support. Botpress agents answer customers, take real actions like refunds and account updates, and hand tricky tickets to a person with the full history.",
      "href": "/agents/botpress/",
      "keywords": "customer-support-actions human-handoff escalation-rules helpdesk webchat oauth-integrations web webchat whatsapp voice customer-service sales Botpress"
    },
    {
      "type": "agent",
      "title": "Dify",
      "summary": "A platform for building AI apps, agents, and workflows on a visual canvas. Use Dify's cloud, run it in your own private cloud, or self-host the free Community Edition.",
      "href": "/agents/dify/",
      "keywords": "visual-workflows agent-builder knowledge-base mcp-support human-input-step api-publishing self-hosting web api self-hosted operations customer-service LangGenius (Dify)"
    },
    {
      "type": "agent",
      "title": "Voiceflow",
      "summary": "An AI agent platform for customer service teams. You build agents that help customers by chat and voice, on the web, in apps, on WhatsApp, and by SMS, and then watch and improve how they do.",
      "href": "/agents/voiceflow/",
      "keywords": "customer-support-actions playbooks knowledge-base omnichannel analytics testing-and-simulations bring-your-own-model web app whatsapp sms voice customer-service Voiceflow"
    },
    {
      "type": "agent",
      "title": "Salesforce Agentforce",
      "summary": "Salesforce's AI agent platform. Agentforce agents answer customers, help your team, and take action using your Salesforce data, and they hand off to a person when something's out of scope.",
      "href": "/agents/salesforce-agentforce/",
      "keywords": "prebuilt-agents agent-builder crm-data human-handoff voice mcp-support multi-agent web phone apps salesforce customer-service sales marketing Salesforce"
    },
    {
      "type": "agent",
      "title": "CrewAI",
      "summary": "An open-source toolkit for building teams of AI agents that work together. It is built for developers, with a hosted option for teams that would rather not install anything.",
      "href": "/agents/crewai/",
      "keywords": "multi-agent role-based-agents workflow-orchestration custom-tools knowledge-files self-hosting python cli web self-hosted operations research CrewAI"
    },
    {
      "type": "agent",
      "title": "OpenAI Agents (Agents API and SDK)",
      "summary": "OpenAI's tools for building your own AI agents: a managed Agents API, an open Agents SDK for developers, and a few other building blocks. This is for builders, not a ready-made app.",
      "href": "/agents/openai-agents/",
      "keywords": "managed-agent-runtime developer-sdk handoffs guardrails human-in-the-loop tracing mcp-support voice-agents api python operations OpenAI"
    },
    {
      "type": "agent",
      "title": "Microsoft Agent Framework",
      "summary": "Microsoft's open-source developer toolkit for building AI agents and multi-step workflows in Python, C#, and Go. It's the next generation of Semantic Kernel and AutoGen.",
      "href": "/agents/microsoft-agent-framework/",
      "keywords": "developer-sdk multi-agent workflow-orchestration human-in-the-loop checkpoints mcp-support self-hosting python csharp go operations Microsoft"
    },
    {
      "type": "agent",
      "title": "Google Gemini Platform (Agent Builder)",
      "summary": "Google Cloud's platform for building, running, and managing AI agents with Gemini and 200+ other models. Google's Agent Builder product page now presents it as the Gemini platform.",
      "href": "/agents/vertex-ai-agent-builder/",
      "keywords": "agent-studio model-garden developer-sdk multi-agent document-search model-evaluation web api desktop cli operations marketing Google Cloud"
    },
    {
      "type": "agent",
      "title": "Amazon Bedrock Agents and AgentCore",
      "summary": "AWS's tools for AI agents. The original Bedrock Agents (now called Agents Classic) is closed to new customers, and AWS points newcomers to Amazon Bedrock AgentCore instead.",
      "href": "/agents/amazon-bedrock-agents/",
      "keywords": "multi-agent knowledge-base memory code-interpretation guardrails any-framework observability aws api operations Amazon Web Services"
    },
    {
      "type": "agent",
      "title": "Claude Agent SDK",
      "summary": "Anthropic's developer toolkit for building your own AI agents with the same tools and agent loop that power Claude Code, in Python and TypeScript.",
      "href": "/agents/claude-agent-sdk/",
      "keywords": "developer-sdk built-in-tools permissions subagents mcp-support sessions hooks python typescript operations Anthropic"
    },
    {
      "type": "agent",
      "title": "Replit Agent",
      "summary": "An AI agent that builds apps and websites from a chat. You describe your idea in plain English, and Replit Agent builds it, tests it, and keeps improving it as you give feedback. No coding experience required, per Replit.",
      "href": "/agents/replit-agent/",
      "keywords": "app-builder website-builder self-testing built-in-database user-auth integrations automation-builder web operations marketing Replit"
    },
    {
      "type": "agent",
      "title": "Dust",
      "summary": "A shared AI workspace for teams. Dust connects your company's knowledge and tools, like Slack, Notion, and Google Drive, so your team can build and share agents that answer with the full picture and take action.",
      "href": "/agents/dust/",
      "keywords": "company-knowledge app-integrations mcp-support multi-agent scheduled-triggers human-review permissions web slack chrome-extension customer-service sales marketing operations Dust"
    },
    {
      "type": "agent",
      "title": "Zapier Chatbots",
      "summary": "A no-code way to put an AI chatbot on your website. You train it on your FAQs, docs, and web pages, and it answers customer questions and can collect lead info, with Zapier's app connections behind it.",
      "href": "/agents/zapier-chatbots/",
      "keywords": "website-chatbot custom-knowledge lead-capture embed public-link conversation-history app-integrations web customer-service sales Zapier"
    },
    {
      "type": "agent",
      "title": "Gemini in Google Workspace",
      "summary": "Google's AI built into the apps many small businesses already use: Gmail, Docs, Sheets, Meet, and Drive. It drafts emails, takes meeting notes, builds spreadsheets from plain-English prompts, and can automate everyday work with Studio.",
      "href": "/agents/google-workspace-gemini/",
      "keywords": "email-drafting meeting-notes document-drafting spreadsheet-help file-search workflow-automation video-creation web gmail google-docs google-sheets google-meet operations marketing sales customer-service Google"
    },
    {
      "type": "agent",
      "title": "Microsoft 365 Copilot for Business",
      "summary": "Microsoft's AI built into Word, Excel, PowerPoint, Outlook, and Teams, with ready-made agents for research and data analysis. Microsoft sells it in small-business plans for up to 300 users.",
      "href": "/agents/microsoft-365-copilot/",
      "keywords": "email-drafting meeting-recaps document-drafting data-analysis presentations prebuilt-agents custom-agents web windows mac mobile outlook word excel teams operations marketing sales finance Microsoft"
    },
    {
      "type": "agent",
      "title": "HubSpot Agent Hub (Breeze Agents)",
      "summary": "Ready-made AI agents for marketing, sales, and customer service that run on the customer data already in your HubSpot CRM, plus a no-code builder for your own. Included in HubSpot's paid editions, with credits for usage.",
      "href": "/agents/hubspot-breeze-agents/",
      "keywords": "customer-service-agent crm-data-answers prospecting content-creation campaign-planning lead-nurture no-code-agent-builder web hubspot-crm marketing sales customer-service HubSpot"
    },
    {
      "type": "agent",
      "title": "Notion AI and Notion Agents",
      "summary": "AI built into Notion, the all-in-one workspace for notes, docs, projects, and team wikis. Notion Agent does multi-step work using your Notion pages and connected apps, and Custom Agents handle repeat tasks for the whole team.",
      "href": "/agents/notion-ai/",
      "keywords": "multi-step-agent custom-agents meeting-notes enterprise-search doc-generation database-autofill permissions web desktop mobile operations marketing Notion"
    },
    {
      "type": "agent",
      "title": "Tidio Lyro AI Agent",
      "summary": "An AI customer service agent for small business websites. Lyro answers customer questions using only the content you give it, hands off to a person when needed, and can work with Tidio or your existing help desk.",
      "href": "/agents/tidio-lyro/",
      "keywords": "website-chat-agent knowledge-based-answers human-handoff live-monitoring analytics help-desk-integrations web zendesk salesforce customer-service sales Tidio"
    },
    {
      "type": "agent",
      "title": "Fin AI Agent (Intercom)",
      "summary": "An AI customer service agent from Intercom. Fin learns from your help center, website, or PDFs, answers customers across chat, email, voice, and more, and works with Intercom or the help desk you already use. You pay per outcome.",
      "href": "/agents/intercom-fin/",
      "keywords": "customer-service-agent knowledge-based-answers multichannel actions-in-systems human-handoff simulations-and-evals help-desk-integrations web email voice slack zendesk salesforce hubspot customer-service sales Intercom"
    },
    {
      "type": "agent",
      "title": "ChatGPT Business (ChatGPT Work and Dots)",
      "summary": "OpenAI's ChatGPT plan for teams. It's a shared workspace with company context, plugins for your tools, and ChatGPT Work, which takes a goal, makes a plan, does the work, and checks in for your approval.",
      "href": "/agents/chatgpt-business/",
      "keywords": "goal-based-tasks always-on-agents app-plugins shared-workspace scheduled-tasks admin-controls web desktop mobile operations marketing sales finance OpenAI"
    },
    {
      "type": "agent",
      "title": "Freshdesk with Freddy AI Agent",
      "summary": "Freshworks' help desk with AI built in. Each of the three plans on its pricing page includes Freddy AI Agent with the first 500 sessions, plus ticketing, a shared inbox, and a help center. Freddy AI Copilot is an add-on that helps your team reply faster.",
      "href": "/agents/freshdesk-freddy/",
      "keywords": "email-ai-agent knowledge-based-answers agent-copilot ticketing help-center analytics mcp-connections web email customer-service Freshworks"
    },
    {
      "type": "agent",
      "title": "Zendesk AI Agents",
      "summary": "Zendesk's customer service platform with AI agents included in every Suite and Support plan. You pay for the AI agent per automated resolution, meaning only for requests it fully solves without handing off to a person.",
      "href": "/agents/zendesk-ai-agents/",
      "keywords": "customer-service-agent knowledge-based-answers agent-copilot ticketing multichannel action-builder web email voice chat customer-service Zendesk"
    },
    {
      "type": "agent",
      "title": "Gorgias AI Agent",
      "summary": "A help desk and AI agent built for online stores. Gorgias prices by ticket volume, not per seat, and says its AI Agent can take actions like cancellations and discounts, with Shopify, WooCommerce, and BigCommerce support.",
      "href": "/agents/gorgias-ai-agent/",
      "keywords": "ecommerce-support-agent knowledge-based-answers store-actions ticketing help-center brand-voice web email chat social shopify woocommerce bigcommerce customer-service sales Gorgias"
    },
    {
      "type": "agent",
      "title": "Help Scout (Envoy and AI Drafts)",
      "summary": "A friendly shared inbox and help desk for small teams, with a free plan for up to 5 users. Its AI includes an Inbox assistant, AI Drafts, and Envoy, an add-on AI assistant that resolves customer requests, priced per resolution.",
      "href": "/agents/help-scout-ai/",
      "keywords": "shared-inbox ai-drafts customer-service-agent knowledge-base live-chat workflows web email chat sms whatsapp instagram messenger customer-service Help Scout"
    },
    {
      "type": "agent",
      "title": "Shopify Sidekick",
      "summary": "Shopify's built-in AI assistant for store owners. Sidekick works inside your Shopify admin, knows your store's data, and can help with product copy, discounts, email campaigns, low-stock alerts, and weekly summaries. It's included with your Shopify plan.",
      "href": "/agents/shopify-sidekick/",
      "keywords": "store-assistant product-copy marketing-content store-analytics discount-setup image-editing shopify web marketing sales operations Shopify"
    },
    {
      "type": "agent",
      "title": "Square AI",
      "summary": "The AI assistant built into Square for restaurants, shops, salons, and service businesses. You ask questions about your sales data in plain English, get local trend guidance, and get help with content, setup, and ordering tasks. Square labels it Beta.",
      "href": "/agents/square-ai/",
      "keywords": "business-data-questions local-trends auto-updating-charts content-generation voice-ordering supplier-price-comparison square web operations marketing sales Square (Block, Inc.)"
    },
    {
      "type": "agent",
      "title": "Jobber AI Receptionist",
      "summary": "An AI add-on for Jobber, the field service software for home service businesses. Jobber says its AI Receptionist answers calls and texts when you're busy, and you control what it can do, like answering questions, taking requests, or booking jobs.",
      "href": "/agents/jobber-ai-receptionist/",
      "keywords": "ai-receptionist call-and-text-answering request-intake job-booking jobber phone sms customer-service sales operations Jobber"
    },
    {
      "type": "agent",
      "title": "Squarespace AI Tools",
      "summary": "The AI tools built into Squarespace's website plans. Every plan includes built-in AI tools and a set of AI credits, alongside hosting, selling features, and design templates, with an AI website builder for getting started.",
      "href": "/agents/squarespace-ai/",
      "keywords": "ai-website-builder ai-content-tools design-assist seo-tools email-campaigns squarespace web marketing sales Squarespace"
    },
    {
      "type": "agent",
      "title": "Calendly Notetaker and Callie",
      "summary": "Calendly's AI add-ons for its scheduling tool: Notetaker records and transcribes meetings and makes shareable recaps, and Callie (Beta) is an AI assistant that schedules over email. Both are add-ons for Standard and Teams plans.",
      "href": "/agents/calendly-ai/",
      "keywords": "meeting-notetaker transcripts meeting-recaps email-scheduling-assistant web email zoom google-meet microsoft-teams sales operations Calendly"
    },
    {
      "type": "agent",
      "title": "Mailchimp with Intuit Assist",
      "summary": "Mailchimp's email marketing plans with generative AI features and Intuit Assist (beta) built in on the Standard and Premium plans, at no additional cost for now, per Mailchimp's pricing page.",
      "href": "/agents/mailchimp-intuit-assist/",
      "keywords": "generative-ai-content email-marketing marketing-automation audience-insights web email marketing sales Mailchimp (Intuit)"
    },
    {
      "type": "agent",
      "title": "ZoomMate (Zoom AI)",
      "summary": "Zoom's AI teammate inside Zoom Workplace. Zoom says ZoomMate prepares agendas, takes notes with My Notes, sends follow-ups, runs routines like daily briefings, and connects to apps like Google Drive and Salesforce.",
      "href": "/agents/zoommate/",
      "keywords": "meeting-notes meeting-prep follow-up-drafts recurring-briefings custom-agents zoom web operations sales Zoom"
    },
    {
      "type": "agent",
      "title": "Klaviyo Composer and Customer Agent",
      "summary": "Klaviyo's AI for online shops: Composer, a marketing agent that creates campaigns and flows and answers questions about your data, and Customer Agent for service. The Free plan includes a small monthly Composer allowance.",
      "href": "/agents/klaviyo-ai/",
      "keywords": "marketing-agent email-marketing sms-marketing customer-service-agent data-questions web email sms marketing sales customer-service Klaviyo"
    },
    {
      "type": "agent",
      "title": "Podium AI Employee",
      "summary": "Podium's AI Employee for local businesses, which Podium says sells, schedules, and communicates with customers day and night. It's an add-on to any Podium plan, and pricing is through Podium's sales team.",
      "href": "/agents/podium-ai/",
      "keywords": "ai-messaging-assistant call-summaries text-marketing scheduling web sms phone sales customer-service marketing Podium"
    },
    {
      "type": "agent",
      "title": "Grammarly",
      "summary": "A writing assistant that checks spelling and grammar, shows your tone, and generates and rewrites text with AI. The Free plan includes 100 AI prompts, and Pro adds full-sentence rewrites, tone adjustments, and plagiarism and AI-text detection.",
      "href": "/agents/grammarly-ai/",
      "keywords": "grammar-checking tone-detection ai-writing rewrites plagiarism-detection web desktop mobile browser marketing sales operations Grammarly"
    },
    {
      "type": "agent",
      "title": "Otter.ai",
      "summary": "An AI meeting notetaker that joins Zoom, Microsoft Teams, and Google Meet, with AI chat across your meetings. The free Basic plan includes 300 transcription minutes a month.",
      "href": "/agents/otter-ai/",
      "keywords": "meeting-transcription meeting-notes ai-chat integrations zoom microsoft-teams google-meet mobile desktop operations sales Otter.ai"
    },
    {
      "type": "agent",
      "title": "Buffer AI Assistant",
      "summary": "Buffer is a social media scheduling tool with a built-in AI Assistant for creating, refining, and repurposing posts. Buffer lists the AI Assistant on its Free, Essentials, and Team plans.",
      "href": "/agents/buffer-ai/",
      "keywords": "ai-writing social-scheduling content-repurposing analytics web mobile marketing Buffer"
    },
    {
      "type": "agent",
      "title": "Xero JAX",
      "summary": "JAX is the AI finance partner built into Xero's accounting software. Xero says JAX automates your work and gives you financial clarity, so your books stay current.",
      "href": "/agents/xero-jax/",
      "keywords": "ai-bookkeeping-help invoicing bank-reconciliation bill-entry web mobile finance Xero"
    },
    {
      "type": "agent",
      "title": "Jotform AI Agents",
      "summary": "Jotform AI Agents let you build and train your own AI agent for customer service, on channels like chat, phone, WhatsApp, SMS, and Messenger, starting from thousands of templates.",
      "href": "/agents/jotform-ai-agents/",
      "keywords": "customer-support voice-agent multichannel-messaging form-intake web mobile whatsapp phone customer-service Jotform"
    },
    {
      "type": "agent",
      "title": "OpenAI dots",
      "summary": "Dots are OpenAI's always-on agents in ChatGPT. Each dot has its own cloud computer and browser, works with the apps you connect, keeps making progress between conversations, and asks you for decisions that need your judgment.",
      "href": "/agents/openai-dots/",
      "keywords": "always-on-agent computer-use app-connections scheduled-tasks approvals web desktop mobile slack teams operations marketing OpenAI"
    },
    {
      "type": "agent",
      "title": "Meta Muse",
      "summary": "Muse is Meta's personal AI agent. Meta says it runs on its own secure cloud computer with a browser, works across your apps, keeps working after you close the app, and checks with you before sensitive actions like sending an email or making a purchase.",
      "href": "/agents/meta-muse/",
      "keywords": "personal-agent computer-use app-connections reminders approvals web mobile whatsapp operations Meta"
    },
    {
      "type": "agent",
      "title": "Google Gemini Spark",
      "summary": "Gemini Spark is Google's 24/7 personal AI agent. Google says it works in the background on multi-step tasks across apps like Gmail, Calendar, Drive, and Docs, even when your phone and laptop are off, and checks with you before major actions.",
      "href": "/agents/google-gemini-spark/",
      "keywords": "background-tasks app-connections schedules skills approvals web mobile desktop operations Google"
    },
    {
      "type": "agent",
      "title": "Amazon Alexa+",
      "summary": "Alexa+ is Amazon's AI assistant. Amazon says it's free with Prime, and works across Echo and Fire TV devices, Alexa tablets, the Alexa app, and Alexa.com.",
      "href": "/agents/amazon-alexa-plus/",
      "keywords": "voice-assistant reminders smart-home-control shopping-help voice mobile web operations Amazon"
    },
    {
      "type": "agent",
      "title": "Apple Intelligence and Siri AI",
      "summary": "Apple Intelligence is Apple's built-in AI on compatible iPhone, iPad, Mac, and Apple Vision Pro. Its new Siri AI can understand your personal context, take actions in apps, and hold natural back-and-forth conversations.",
      "href": "/agents/apple-intelligence/",
      "keywords": "voice-assistant personal-context in-app-actions writing-help mobile desktop voice operations Apple"
    },
    {
      "type": "agent",
      "title": "Perplexity Comet",
      "summary": "Comet is Perplexity's AI web browser. Its built-in Comet Assistant can answer questions about the page you're on, summarize, research, and help with tasks as you browse, on Mac, Windows, iOS, and Android.",
      "href": "/agents/perplexity-comet/",
      "keywords": "ai-browser research summaries email-help desktop mobile operations Perplexity"
    },
    {
      "type": "agent",
      "title": "Microsoft Copilot Autopilot",
      "summary": "Autopilot is Microsoft's always-on personal agent in Copilot, previously called Scout. Microsoft says it's cloud-hosted, has its own identity, memory, computer, and workspace, and keeps work moving in Teams and Outlook within the guardrails you set. It's in private preview.",
      "href": "/agents/microsoft-copilot-autopilot/",
      "keywords": "always-on-agent follow-ups recurring-tasks microsoft-365 web desktop teams operations Microsoft"
    },
    {
      "type": "agent",
      "title": "Housecall Pro AI",
      "summary": "Housecall Pro is field service software for home service pros. Its AI CSR answers calls and books jobs 24/7, and Housecall Pro lists an AI Team for custom AI support.",
      "href": "/agents/housecall-pro-ai/",
      "keywords": "ai-phone-answering job-booking scheduling field-service web mobile phone customer-service operations Housecall Pro"
    },
    {
      "type": "agent",
      "title": "ClickUp Brain",
      "summary": "ClickUp is a work app for tasks, docs, and chat, and ClickUp Brain is its built-in AI. ClickUp includes Brain credits on every plan, from Free to Max.",
      "href": "/agents/clickup-brain/",
      "keywords": "ai-writing task-management docs automations web desktop mobile operations ClickUp"
    },
    {
      "type": "agent",
      "title": "Gusto AI",
      "summary": "Gusto runs payroll, benefits, and HR for small businesses. Its AI includes Gus, an assistant in the Gusto app, and connectors that bring your Gusto data into Claude and ChatGPT, and you approve every change.",
      "href": "/agents/gusto-ai/",
      "keywords": "payroll-prep hr-answers ai-connectors reports web mobile finance operations Gusto"
    },
    {
      "type": "agent",
      "title": "Homebase AI Scheduling Assistant",
      "summary": "Homebase is scheduling, time tracking, and team software for hourly teams. Homebase lists an AI-powered Scheduling Assistant on its Plus plan, plus 24/7 AI chat support.",
      "href": "/agents/homebase-ai/",
      "keywords": "ai-scheduling time-tracking team-communication hiring-tools web mobile operations Homebase"
    },
    {
      "type": "agent",
      "title": "Yelp Receptionist and Yelp Host",
      "summary": "Yelp Receptionist is an AI answering service for local businesses, and Yelp Host is the restaurant version. Yelp says both are pre-trained on your Yelp Page, answer calls 24/7, filter spam, and send you recordings and summaries.",
      "href": "/agents/yelp-receptionist/",
      "keywords": "ai-phone-answering lead-capture call-summaries reservations phone web customer-service sales Yelp"
    },
    {
      "type": "agent",
      "title": "3Dsellers MCP for AI Assistants",
      "summary": "3Dsellers is a multichannel selling platform. Its MCP server connects your eBay, Amazon, Walmart, Etsy, Shopify, and other stores to AI assistants like Claude, ChatGPT, and Grok, so you can check listings, find orders, and make bulk changes by asking.",
      "href": "/agents/3dsellers-ai/",
      "keywords": "multichannel-listings order-lookup bulk-edits buyer-replies web mcp operations sales 3Dsellers"
    },
    {
      "type": "agent",
      "title": "QuickBooks with Intuit Intelligence",
      "summary": "QuickBooks Online is accounting software for small businesses, and Intuit Intelligence is the AI built into its paid plans: AI chat, automatic categorizing, invoice help, and more on higher plans.",
      "href": "/agents/quickbooks-intuit-intelligence/",
      "keywords": "bookkeeping ai-chat invoicing tax-estimates web mobile finance Intuit"
    },
    {
      "type": "agent",
      "title": "Claude for Small Business",
      "summary": "Claude for Small Business is Anthropic's package of connectors, ready-to-run workflows, and skills that put Claude to work in QuickBooks, PayPal, HubSpot, Canva, Docusign, Google Workspace, and Microsoft 365, and you approve before anything sends, posts, or pays.",
      "href": "/agents/claude-for-small-business/",
      "keywords": "workflows connectors finance-prep marketing-drafts web desktop finance marketing operations Anthropic"
    },
    {
      "type": "workflow",
      "title": "Prospect Research with AI Agents",
      "summary": "A simple prospect research playbook you review before outreach. It can use Grok Bot, n8n, or Zapier agent features, the way each company documents them.",
      "href": "/workflows/prospect-research/",
      "keywords": "research"
    },
    {
      "type": "workflow",
      "title": "Newsletter Prep with AI Agents",
      "summary": "A simple prep workflow that drafts outlines and source lists for you or your editor to polish. No auto-send and no made-up numbers.",
      "href": "/workflows/newsletter-prep/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "Meeting Notes to Tasks with AI Agents",
      "summary": "Turn meeting notes into a clear list of who does what by when, and approve it before anything is created or sent.",
      "href": "/workflows/meeting-notes-to-tasks/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "Customer Follow-Up with AI Agents",
      "summary": "Never let a follow-up slip again. An agent drafts a personal note for each customer, and you approve it before it's sent.",
      "href": "/workflows/customer-follow-up/",
      "keywords": "sales"
    },
    {
      "type": "workflow",
      "title": "Content Repurposing with AI Agents",
      "summary": "Turn one video, podcast, or post into a newsletter section and social posts, in your voice, with you approving every draft.",
      "href": "/workflows/content-repurposing/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "Invoice Follow-Up with AI Agents",
      "summary": "Find overdue invoices every week and get a polite reminder drafted for each, with you approving every one before it's sent.",
      "href": "/workflows/invoice-follow-up/",
      "keywords": "finance"
    },
    {
      "type": "workflow",
      "title": "Lead Qualification with AI Agents",
      "summary": "Get a quick summary, a fit score based on your own rules, and a next step for every new lead, so the hot ones never wait.",
      "href": "/workflows/lead-qualification/",
      "keywords": "sales"
    },
    {
      "type": "workflow",
      "title": "FAQ Drafts from Your Own Docs",
      "summary": "Turn your own policies and help docs into a draft FAQ, with every answer traced to its source and checked by you before it goes live.",
      "href": "/workflows/faq-draft-from-docs/",
      "keywords": "customer-service"
    },
    {
      "type": "workflow",
      "title": "Weekly Social Post Drafting with AI Agents",
      "summary": "Turn your weekly topics into a full set of social post drafts in your voice, with you approving every one before it goes out.",
      "href": "/workflows/social-post-drafting/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "Support Reply Templates with AI Agents",
      "summary": "Turn last month's support tickets into a set of approved reply templates for your most common questions, built from your real policies.",
      "href": "/workflows/support-macro-drafts/",
      "keywords": "customer-service"
    },
    {
      "type": "workflow",
      "title": "Meeting Prep Briefs with AI Agents",
      "summary": "Walk into every important meeting prepared, with a one-page brief on who's coming, what's open, and what to ask.",
      "href": "/workflows/calendar-prep/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "Competitor Watch with AI Agents",
      "summary": "Get a short weekly note on what your competitors changed, with links, so you're never the last to know.",
      "href": "/workflows/competitive-monitoring/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "Podcast and Video Show Notes with AI Agents",
      "summary": "Turn each episode's transcript into show notes with a summary, timestamps, links, and title ideas, ready for your review.",
      "href": "/workflows/podcast-show-notes/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "New Customer Welcome Emails with AI Agents",
      "summary": "Draft a short welcome email series for new customers from your real product info and FAQs, then approve it before it goes live.",
      "href": "/workflows/onboarding-email-sequence/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "How-To Guides (SOPs) from a Recording",
      "summary": "Record yourself doing a task once, and turn it into a step-by-step guide your team can follow, so you can finally hand it off.",
      "href": "/workflows/sop-from-recording/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "Vendor Comparison Research with AI Agents",
      "summary": "Compare tools or suppliers side by side, with a link behind every price and feature and unknowns clearly marked.",
      "href": "/workflows/vendor-comparison-research/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "Online Review Replies with AI Agents",
      "summary": "Get a friendly draft reply for every new review, in your voice, with upset reviews flagged for your personal touch.",
      "href": "/workflows/review-replies/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "Appointment Reminders and Follow-Ups with AI Agents",
      "summary": "Draft friendly reminders before each appointment and thank-yous after, straight from your calendar, with you approving what goes out.",
      "href": "/workflows/appointment-reminders/",
      "keywords": "customer-service"
    },
    {
      "type": "workflow",
      "title": "Product Descriptions for Your Online Store",
      "summary": "Turn your product facts into clear, original descriptions in your brand voice, with missing facts flagged instead of guessed.",
      "href": "/workflows/product-descriptions/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "Weekly Bookkeeping Prep with AI Agents",
      "summary": "Turn a week of receipts into a tidy, categorized spreadsheet for your bookkeeper, with anything unclear flagged for you.",
      "href": "/workflows/bookkeeping-prep/",
      "keywords": "finance"
    },
    {
      "type": "workflow",
      "title": "Job Posts and Applicant Summaries with AI Agents",
      "summary": "Draft a clear job post and get short, consistent application summaries against your job requirements, while you make every hiring decision.",
      "href": "/workflows/applicant-screening/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "Inbox Triage with AI Agents",
      "summary": "Start each day with a short summary of what needs you, emails sorted into groups, and quick reply drafts ready to send.",
      "href": "/workflows/inbox-triage/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "Quote and Estimate Drafts with AI Agents",
      "summary": "Turn a customer's request into a draft quote from your own price list and template, with missing details flagged, so you reply faster.",
      "href": "/workflows/quote-drafts/",
      "keywords": "sales"
    },
    {
      "type": "workflow",
      "title": "Win-Back Emails for Customers Who Haven't Been Back",
      "summary": "Find past customers who haven't been back in a while and draft a friendly, personal check-in for each, with you approving every email.",
      "href": "/workflows/win-back-emails/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "Event and Workshop Promotion Kit with AI Agents",
      "summary": "Turn one event brief into a full promotion kit: description, announcement email, social posts, reminder, and thank-you, ready for your review.",
      "href": "/workflows/event-promo-kit/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "Customer Feedback and Survey Summaries with AI Agents",
      "summary": "Turn a pile of customer comments into clear themes, real quotes, and a short list of ideas to act on.",
      "href": "/workflows/survey-summaries/",
      "keywords": "customer-service"
    },
    {
      "type": "workflow",
      "title": "Blog Post Drafts from Your Own Know-How",
      "summary": "Turn your own notes or a quick voice memo into a blog post draft in your voice, with a fact-check list before you publish.",
      "href": "/workflows/blog-post-drafts/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "Price Change and Policy Announcements with AI Agents",
      "summary": "Turn one fact sheet into a clear, kind announcement for email, your website, and social, plus a short FAQ, all saying the same thing.",
      "href": "/workflows/policy-announcements/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "Your Weekly Plan from Email, Calendar, and Notes",
      "summary": "Start each week with a one-page plan pulled from your email, calendar, and notes, with your top three priorities and the time to do them.",
      "href": "/workflows/weekly-plan/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "Plain-English Summaries of Contracts and Documents",
      "summary": "Get a plain-English summary of a contract or long document, with key terms, quoted sections, and questions to ask before you sign.",
      "href": "/workflows/document-summaries/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "Thank-You Notes and Referral Requests with AI Agents",
      "summary": "Send a warm thank-you after every finished job, with a gentle ask for a referral or review, drafted for your approval.",
      "href": "/workflows/referral-requests/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "Staff Schedule Drafts and Shift-Swap Messages with AI Agents",
      "summary": "Draft a weekly schedule from your team's availability, with gaps flagged, plus friendly shift-swap replies, all for your approval.",
      "href": "/workflows/staff-scheduling/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "Lost-Sale Follow-Ups: Learning Why Prospects Didn't Buy",
      "summary": "Send lost prospects a short, friendly feedback request, then get a monthly summary of the reasons so you can spot patterns.",
      "href": "/workflows/lost-sale-follow-up/",
      "keywords": "sales"
    },
    {
      "type": "workflow",
      "title": "Property and Rental Listing Descriptions with AI Agents",
      "summary": "Turn a property fact sheet into an accurate, appealing listing description and social post, focused on the property itself.",
      "href": "/workflows/listing-descriptions/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "Monthly Business Reports from Your Spreadsheets",
      "summary": "Turn last month's spreadsheets into a one-page report with key numbers, what changed, a chart or two, and questions worth asking.",
      "href": "/workflows/monthly-reports/",
      "keywords": "finance"
    },
    {
      "type": "workflow",
      "title": "New-Hire Onboarding Packets with AI Agents",
      "summary": "Draft a welcome letter, a first-week plan, and a setup checklist for every new hire from one master page, then check and share it yourself.",
      "href": "/workflows/new-hire-onboarding/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "Service Visit Recaps for Your Customers",
      "summary": "Turn your tech's quick notes into a friendly recap after every visit: what was done, what to watch, and when to book again.",
      "href": "/workflows/service-visit-recaps/",
      "keywords": "customer-service"
    },
    {
      "type": "workflow",
      "title": "Monthly \"What's New\" Updates for Your Customers",
      "summary": "Turn a running list of changes into a short monthly customer email and a few social posts, ready for you to check and send.",
      "href": "/workflows/whats-new-updates/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "A Simple Four-Week Cash Flow Look-Ahead",
      "summary": "Rebuild a four-week look-ahead every Monday from your invoices and bills, so you can spot tight weeks before they arrive.",
      "href": "/workflows/cash-flow-forecast/",
      "keywords": "finance"
    },
    {
      "type": "workflow",
      "title": "Never Miss a Renewal: Leases, Licenses, Insurance, and Subscriptions",
      "summary": "Build one list of everything that renews, with dates and notice periods, and get a heads-up weeks ahead so you can decide in time.",
      "href": "/workflows/renewal-tracker/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "Supplier Reorder Reminders and Order Drafts",
      "summary": "Flag items at their reorder point each week and get a draft order email for each supplier, ready for you to check and send.",
      "href": "/workflows/supplier-reorders/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "New Client Intake Briefs Before the First Call",
      "summary": "Turn a new client's form, emails, and files into a one-page brief with gaps and first-call questions, ready before you talk.",
      "href": "/workflows/client-intake-briefs/",
      "keywords": "sales"
    },
    {
      "type": "workflow",
      "title": "Weekly Social Media Comment Roundup",
      "summary": "Collect a week of social comments and messages, sort them into questions, complaints, praise, and leads, and get draft replies to approve.",
      "href": "/workflows/social-comment-roundup/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "Project Wrap-Up and Client Handoff Packets",
      "summary": "Draft a tidy handoff packet when a project ends: what you delivered, where it lives, how to use it, open items, and a thank-you note.",
      "href": "/workflows/project-wrap-up/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "A Weekly Store Check-Up From Your Sales Data",
      "summary": "Get a short weekly check-up from your store or POS data: top and bottom sellers, low stock, changes from last week, and three ideas to try.",
      "href": "/workflows/store-weekly-checkup/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "Customer Success Stories From Happy Clients",
      "summary": "Turn a happy customer's answers into a short, honest story and social post, approved by them before you share it.",
      "href": "/workflows/customer-success-stories/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "Event Follow-Up After a Workshop or Trade Show",
      "summary": "Follow up with event contacts within a day or two: sort them by warmth and get personal messages drafted from your notes.",
      "href": "/workflows/event-follow-up/",
      "keywords": "sales"
    },
    {
      "type": "workflow",
      "title": "Missed-Call Text-Back Replies",
      "summary": "Reply quickly to missed calls with approved answers and a booking link, with clear limits and hand-offs to you for anything important.",
      "href": "/workflows/missed-call-text-back/",
      "keywords": "customer-service"
    },
    {
      "type": "workflow",
      "title": "A Quarterly Website Content Check-Up",
      "summary": "Once a quarter, have AI compare your website with your current facts, flag outdated or broken bits, and suggest rewrites for you to approve.",
      "href": "/workflows/website-content-refresh/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "Staff Training Quizzes From Your How-To Guides",
      "summary": "Turn each how-to guide into a short, friendly quiz with an answer key that points back to the guide.",
      "href": "/workflows/staff-training-quiz/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "Team Meeting Agendas That Keep Things Short",
      "summary": "Build a short agenda before each team meeting from last week's notes, with times, decisions first, and owners after.",
      "href": "/workflows/team-meeting-agendas/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "Local Partnership Outreach to Nearby Businesses",
      "summary": "Find nearby businesses that share your customers, and draft a friendly first message and a simple joint idea for each.",
      "href": "/workflows/local-partnership-outreach/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "Replying to Customers in Their Language",
      "summary": "Understand customer messages in other languages and reply politely in theirs, with a back-translation to check the meaning.",
      "href": "/workflows/translating-customer-messages/",
      "keywords": "customer-service"
    },
    {
      "type": "workflow",
      "title": "After-Sale Care Guides for Your Customers",
      "summary": "Write a short, friendly care guide for each thing you sell, checked against the maker's instructions.",
      "href": "/workflows/customer-care-guides/",
      "keywords": "customer-service"
    },
    {
      "type": "workflow",
      "title": "Gift Card Promotions for the Holidays",
      "summary": "Plan a few holiday gift card promo dates, with short messages for email, social, and your counter, checked by you.",
      "href": "/workflows/gift-card-promos/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "Shift Handoff Notes Your Team Will Actually Read",
      "summary": "Turn quick end-of-shift notes into a short handoff: done, waiting, and watch out, in the same format every time.",
      "href": "/workflows/shift-handoff-notes/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "Five-Minute Job Site Safety Briefs",
      "summary": "Turn your own safety rules and today's tasks into a five-minute crew brief, checked by you before you read it out.",
      "href": "/workflows/job-site-safety-briefs/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "Checking Supplier Invoices Against What You Ordered",
      "summary": "Compare each supplier invoice with what you ordered and received, and flag mismatches for you to confirm before paying.",
      "href": "/workflows/supplier-invoice-checks/",
      "keywords": "finance"
    },
    {
      "type": "workflow",
      "title": "Menu Item Costing for Cafés and Food Businesses",
      "summary": "Work out what each menu item costs to make from your own recipes and supplier prices, in a sheet you can check.",
      "href": "/workflows/menu-costing/",
      "keywords": "finance"
    },
    {
      "type": "workflow",
      "title": "A Simple Vehicle Maintenance Log for Your Work Vans",
      "summary": "Keep one log per work vehicle, with service history and what's due next, updated from receipts and mileage.",
      "href": "/workflows/vehicle-maintenance-log/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "After-Job Cost Reviews: Did That Job Make Money?",
      "summary": "Compare what you quoted with what each job really cost in time and materials, and quote the next one better.",
      "href": "/workflows/job-cost-review/",
      "keywords": "finance"
    },
    {
      "type": "workflow",
      "title": "Cleaning Up Your Customer Contact List",
      "summary": "Standardize your contact list, flag likely duplicates and typos, and decide yourself what to merge.",
      "href": "/workflows/contact-list-cleanup/",
      "keywords": "sales"
    },
    {
      "type": "workflow",
      "title": "An Equipment Checkout Log Your Crew Will Actually Use",
      "summary": "Track who has each shared tool, when it's due back, and what needs repair, with a weekly overdue list.",
      "href": "/workflows/equipment-checkout-log/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "Tracking Warranties and Claims Before They Expire",
      "summary": "Keep one list of warranties with coverage end dates and claim steps, and check it before you pay for a repair.",
      "href": "/workflows/warranty-claims/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "A Returns and Refunds Log for Your Shop",
      "summary": "Log every return with reason and outcome, catch open refunds, and fix the most common reason each month.",
      "href": "/workflows/returns-and-refunds-log/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "Planning a Business Trip with an AI Agent",
      "summary": "Let an agent find trip options and build a one-page plan, while you pick, book, and pay.",
      "href": "/workflows/business-trip-planning/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "A Quick End-of-Day Cash-Up Log",
      "summary": "Log the till each night and get a weekly summary that spots cash differences early.",
      "href": "/workflows/end-of-day-cash-up/",
      "keywords": "finance"
    },
    {
      "type": "workflow",
      "title": "Planning Delivery Routes Without the Guesswork",
      "summary": "Get a sensible delivery order with time windows before the van leaves, then check it on a map.",
      "href": "/workflows/delivery-route-planning/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "Writing a Clear, Fair Job Posting with AI",
      "summary": "Draft a clear job posting with real duties, pay, and how to apply, then check and approve it yourself.",
      "href": "/workflows/job-posting-drafts/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "Updating Your Holiday Hours Everywhere at Once",
      "summary": "Write your holiday hours once, then get matching posts, signs, and greetings, and update every place customers look.",
      "href": "/workflows/holiday-hours-updates/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "Telling Customers About a Price Change",
      "summary": "Write a clear, kind price change notice with the new price, start date, and an honest reason.",
      "href": "/workflows/price-change-notices/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "A Quick Timesheet Check Before Payroll",
      "summary": "Flag timesheet issues before payroll, fix them, and approve the payroll run yourself.",
      "href": "/workflows/timesheet-review/",
      "keywords": "finance"
    },
    {
      "type": "workflow",
      "title": "Getting Your Business Facts Ready for AI Shopping Agents",
      "summary": "Write your business facts once, clearly, and keep them matching everywhere customers and their AI agents look.",
      "href": "/workflows/agent-ready-store-facts/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "A Weekly Bill Review That Keeps You in Control",
      "summary": "List bills due in the next two weeks, check them against orders, and approve every payment yourself.",
      "href": "/workflows/weekly-bill-review/",
      "keywords": "finance"
    },
    {
      "type": "workflow",
      "title": "Taking Catering Orders Without the Back-and-Forth",
      "summary": "Ask every catering customer the same questions, then get an order summary and a quote draft to check and send.",
      "href": "/workflows/catering-order-intake/",
      "keywords": "sales"
    },
    {
      "type": "workflow",
      "title": "A Simple Monthly Inventory Count",
      "summary": "Count one section a month, compare with your system, and fix what caused the gaps.",
      "href": "/workflows/inventory-counts/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "Drafting a Simple Employee Handbook",
      "summary": "Turn how your workplace really runs into a short handbook draft, then have an expert review it.",
      "href": "/workflows/employee-handbook-drafts/",
      "keywords": "operations"
    },
    {
      "type": "workflow",
      "title": "Planning Ahead for Your Slow Season",
      "summary": "Use last year's numbers to plan promotions and projects for your slow season, a month ahead.",
      "href": "/workflows/slow-season-planning/",
      "keywords": "marketing"
    },
    {
      "type": "workflow",
      "title": "A Quarterly Check of What Your AI Tools Can Access",
      "summary": "List every AI connector, check what it can access, remove what you don't need, and repeat each quarter.",
      "href": "/workflows/connector-access-review/",
      "keywords": "operations"
    },
    {
      "type": "lesson",
      "title": "AI Agent Fundamentals",
      "summary": "A plain-English intro to AI agents: what they are, how they're different from a regular chat with AI, and how to read the labels on this site.",
      "href": "/academy/ai-agent-fundamentals/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "Human Oversight Basics",
      "summary": "How to stay in charge of your AI agents: where to put approval steps, what to watch, and how the big tools build in human review.",
      "href": "/academy/human-oversight/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "AI Agent Glossary: Plain-English Terms",
      "summary": "The AI agent words you'll run into, explained in one or two plain sentences each, with examples from the tools we cover.",
      "href": "/academy/glossary/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "How to Check an AI Agent's Work",
      "summary": "A simple, repeatable way to check what an AI agent hands you before you rely on it, plus the review tools the big platforms say they offer.",
      "href": "/academy/evaluating-output/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "How AI Agent Pricing Works",
      "summary": "Credits, tasks, conversations, actions: a plain-English guide to how AI agent tools charge, with real examples from their own pricing pages.",
      "href": "/academy/cost-awareness/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "Your First AI Agent Workflow, Step by Step",
      "summary": "A simple seven-step plan for setting up your very first AI agent workflow, from picking the right task to deciding when it's safe to let it run.",
      "href": "/academy/first-workflow/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "Keeping Your Business Safe with AI Agents",
      "summary": "A plain-English safety checklist for small business owners: what to ask before you connect an AI agent to your email, files, or customers, and what the tools say they offer.",
      "href": "/academy/security-privacy/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "How to Write Instructions an AI Agent Can Follow",
      "summary": "A simple recipe for writing agent instructions that get you what you want, with a copy-and-paste template and the most common mistakes to avoid.",
      "href": "/academy/prompt-instruction-design/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "When Not to Use an AI Agent",
      "summary": "AI agents are great, but not for everything. Here's a simple way to tell when a plain automation, a template, or just doing it yourself is the better choice.",
      "href": "/academy/when-not-to-use-agents/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "AI Agents vs. Chatbots vs. Automations",
      "summary": "Three words you hear all the time, explained in plain English, with an everyday example of each and a simple way to pick the right one for your business.",
      "href": "/academy/agents-vs-chatbots/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "Getting Your Team On Board with AI Agents",
      "summary": "A friendly, practical plan for introducing AI agents to your staff, so people feel supported instead of replaced, and the tools actually get used.",
      "href": "/academy/team-adoption/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "Is Your AI Agent Worth It? A Simple Way to Track Time Saved",
      "summary": "A five-minute way to tell if an AI agent is actually saving you time, with a simple before-and-after log and an honest look at checking time.",
      "href": "/academy/tracking-time-saved/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "AI Agent Myths vs. Facts",
      "summary": "Seven common myths about AI agents, and what's actually true, so you can make calm, clear decisions for your business.",
      "href": "/academy/agent-myths/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "How to Choose Your First AI Agent Tool",
      "summary": "Three simple questions to narrow down your first AI agent tool, with a short list of options from the tools we cover, matched to where you already work.",
      "href": "/academy/choosing-first-tool/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "Telling Customers When They're Talking to AI",
      "summary": "A friendly, practical guide to letting customers know when an AI agent is helping them, with simple wording you can copy and how to make the hand-off to a person easy.",
      "href": "/academy/ai-disclosure/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "Setting Up Your First Website Chatbot",
      "summary": "A friendly, step-by-step guide to putting an AI chatbot on your small business website: what to prepare, how to train it on your own content, how to test it, and when to hand off to a person.",
      "href": "/academy/website-chatbot-setup/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "Writing a Simple Brand Voice Guide for AI",
      "summary": "A friendly guide to writing a one-page brand voice guide that helps any AI tool sound like your business, with a fill-in template and examples of what to include.",
      "href": "/academy/brand-voice-guide/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "What AI Can and Can't Do With Your Numbers",
      "summary": "A friendly guide to using AI tools with your sales, expenses, and spreadsheets: what they're good at, where they slip, and a simple way to double-check the results.",
      "href": "/academy/ai-and-your-numbers/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "AI and Copyright Basics for Small Business Content",
      "summary": "A friendly, plain-English look at what the U.S. Copyright Office says about AI-generated content: when human work is protected, why prompts alone aren't enough, and what to disclose if you register a work.",
      "href": "/academy/ai-copyright-basics/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "A Beginner's Guide to AI Image Tools for Small Business Marketing",
      "summary": "A friendly guide to using AI image tools for product photos, social graphics, and simple videos: what common tools say they do, good uses, things to avoid, and a quick checklist before you post.",
      "href": "/academy/ai-image-tools/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "AI Meeting Notetakers: Good Habits for Small Teams",
      "summary": "AI notetakers can record, transcribe, and summarize your calls. Here's how to use them well: telling people, checking recaps, keeping private things private, and knowing when to switch them off.",
      "href": "/academy/ai-notetaker-habits/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "Alt Text and Captions: Using AI to Make Your Content Accessible",
      "summary": "A friendly guide to alt text for images and captions for videos, based on the W3C's Web Accessibility Initiative, with where AI can help and where you still need to check.",
      "href": "/academy/ai-accessibility-basics/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "Spotting AI-Powered Scams: A Quick Guide for Small Businesses",
      "summary": "Scammers now use AI to clone voices and sound more convincing. Here's what the U.S. Federal Trade Commission says to watch for, and a simple check-before-you-pay habit for your team.",
      "href": "/academy/ai-scams-basics/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "AI and Fair Hiring: What Small Employers Should Know",
      "summary": "Using AI to help with job posts or sorting applications? Here's what the U.S. Equal Employment Opportunity Commission (EEOC) says about discrimination laws and AI, plus simple habits to keep your hiring fair.",
      "href": "/academy/ai-and-hiring-fairness/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "Talking About AI in Your Ads, Honestly",
      "summary": "Saying 'AI-powered' in your marketing? Here's what the Federal Trade Commission (FTC) says about advertising claims and AI, plus simple habits to keep your claims honest.",
      "href": "/academy/ai-claims-in-ads/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "Using Voice Assistants at Work: Alexa+, Siri, and More",
      "summary": "Voice assistants like Alexa+ and Siri AI can set reminders, answer questions, and take quick actions hands-free. Here's how to use them well at work, and where to be careful.",
      "href": "/academy/voice-assistants-at-work/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "AI and Online Reviews: What the FTC Rule Means for You",
      "summary": "Reviews matter to small businesses. Here's what the Federal Trade Commission's rule on consumer reviews and testimonials says, including about AI-generated fake reviews, plus simple habits to get honest reviews.",
      "href": "/academy/ai-and-online-reviews/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "AI Voices and Phone Calls: What the FCC Says",
      "summary": "Thinking about AI phone calls to customers? Here's what the Federal Communications Commission (FCC) confirmed in 2024 about AI-generated voices and the Telephone Consumer Protection Act, plus simple habits.",
      "href": "/academy/ai-voices-and-phone-calls/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "Kids' Privacy and AI Tools: What COPPA Means for You",
      "summary": "Tutoring, camps, classes, and kids' products often use online forms and AI tools. Here's what the FTC says about the Children's Online Privacy Protection Rule (COPPA), including the 2025 updates, plus simple habits.",
      "href": "/academy/kids-privacy-and-ai/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "AI Connectors and MCP, Explained Simply",
      "summary": "Gusto, Shopify, QuickBooks, and 3Dsellers all now connect to AI assistants. Here's what a connector is, what MCP means, and how to connect tools safely.",
      "href": "/academy/ai-connectors-explained/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "Letting AI Agents Pay: How to Stay in Control",
      "summary": "AI agents can now reorder stock, pay bills, and check out for you. Here's how Wix, Meta, Shopify, and Gusto describe their approval steps, plus simple rules to keep your money safe.",
      "href": "/academy/letting-agents-pay-safely/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "lesson",
      "title": "AI-Written Marketing Emails and the CAN-SPAM Act",
      "summary": "AI makes it fast to write marketing emails. Here's what the FTC's CAN-SPAM guide says every commercial email needs, plus a checklist for AI-drafted campaigns.",
      "href": "/academy/ai-email-marketing-can-spam/",
      "keywords": "beginner fundamentals"
    },
    {
      "type": "idea",
      "title": "AI Automation Consulting",
      "summary": "An idea for a consulting offer: help small businesses set up AI automations that a person keeps an eye on, using well-documented tools.",
      "href": "/business-ideas/ai-automation-consulting/",
      "keywords": "Help small businesses set up and keep an eye on AI automations using well-known tools. You don't promise specific revenue results."
    },
    {
      "type": "idea",
      "title": "Newsletter Operations Service",
      "summary": "An idea for a service: handle the weekly prep work of a newsletter for busy owners, with agents doing the legwork and the owner approving every issue.",
      "href": "/business-ideas/newsletter-operations-service/",
      "keywords": "Run the behind-the-scenes work of a newsletter for busy business owners: gathering links, drafting outlines, keeping the schedule, and prepping everything for the owner to approve, with AI agents doing the legwork."
    },
    {
      "type": "idea",
      "title": "Support Desk Setup Service",
      "summary": "An idea for a service: add an AI support agent to a small business help desk, with clear rules for what goes to a person.",
      "href": "/business-ideas/support-desk-augmentation/",
      "keywords": "Help small businesses add an AI support agent to the help desk they already have, so common questions get answered fast and tricky ones go to a person with the full story."
    },
    {
      "type": "idea",
      "title": "Weekly Reporting Service",
      "summary": "An idea for a service: a one-page weekly business report for busy owners, with agents gathering the numbers and you checking and explaining them.",
      "href": "/business-ideas/ops-reporting-retainer/",
      "keywords": "Give busy owners a clear, one-page weekly report on how their business is doing, with AI agents pulling the numbers together and you checking and explaining them."
    },
    {
      "type": "idea",
      "title": "Local Search Tune-Up Service",
      "summary": "An idea for a service: keep local businesses' listings, reviews, and website basics in shape, with agents doing the research and you doing the fixing.",
      "href": "/business-ideas/local-seo-agent-service/",
      "keywords": "Help local businesses keep their online presence in good shape, like business listings, reviews, and website basics, with AI agents doing the research and you doing the fixing and explaining."
    },
    {
      "type": "idea",
      "title": "Lead Research Service",
      "summary": "An idea for a service: find and research good-fit prospects for small B2B businesses, with agents doing the digging and you checking every lead.",
      "href": "/business-ideas/ai-lead-generation-service/",
      "keywords": "Help small B2B businesses find and research good-fit prospects, with AI agents doing the digging and you delivering a clean, checked list and short briefs the owner can act on."
    },
    {
      "type": "idea",
      "title": "Content Calendar Service for Local Businesses",
      "summary": "An idea for a service: plan and draft a month of posts for local businesses, with agents writing first drafts and owners approving everything.",
      "href": "/business-ideas/content-calendar-service/",
      "keywords": "Plan and draft a month of social posts, emails, and blog ideas for local businesses, with AI agents doing the first drafts and you shaping them into a calendar the owner approves."
    },
    {
      "type": "idea",
      "title": "AI-Assisted Virtual Assistant Service",
      "summary": "An idea for a service: be a careful, fast virtual assistant for busy owners, with AI agents helping and you reviewing everything.",
      "href": "/business-ideas/ai-assisted-virtual-assistant/",
      "keywords": "Offer virtual assistant help to busy solo owners and small teams, like inbox sorting, scheduling, follow-ups, and simple research, using AI agents to work faster while you stay the person in charge."
    },
    {
      "type": "idea",
      "title": "AI Agent Workshops for Local Business Owners",
      "summary": "An idea for a service: teach hands-on AI agent workshops for local business owners, one practical task and one safe habit at a time.",
      "href": "/business-ideas/ai-training-workshops/",
      "keywords": "Run hands-on, beginner-friendly workshops that teach local business owners how to use AI agents safely for everyday tasks like email, customer questions, and follow-ups."
    },
    {
      "type": "idea",
      "title": "Online Reputation Care Service",
      "summary": "An idea for a service: watch a local business's reviews, draft replies for the owner's approval, and send a monthly report on what customers say.",
      "href": "/business-ideas/review-management-service/",
      "keywords": "Help local businesses stay on top of their online reviews: watch the main review sites, draft replies for the owner's approval, and send a simple monthly report on what customers are saying."
    },
    {
      "type": "idea",
      "title": "AI Tool Stack Audit Service",
      "summary": "An idea for a service: list a small business's software and AI subscriptions, spot overlap and waste, and hand over a simple keep, cut, or switch plan.",
      "href": "/business-ideas/ai-tool-stack-audit/",
      "keywords": "Help small businesses get clear on their AI and software subscriptions: list what they pay for, spot overlap and unused seats, check how each tool bills, and hand over a simple keep, cut, or switch plan."
    },
    {
      "type": "idea",
      "title": "Short Video Clip and Caption Service",
      "summary": "An idea for a service: turn clients' long videos into short captioned clips and thumbnails each month, with your review and their approval.",
      "href": "/business-ideas/video-clip-service/",
      "keywords": "Help local businesses and experts turn their long videos, like webinars, interviews, livestreams, and talks, into short captioned clips and thumbnails for social media, with the client approving every clip before it's posted."
    },
    {
      "type": "idea",
      "title": "Bilingual Customer Communications Service",
      "summary": "An idea for a service: translate and adapt a local business's website, FAQs, and messages into a second language, with AI drafts and your fluent review.",
      "href": "/business-ideas/bilingual-communications-service/",
      "keywords": "If you're fluent in two languages, help local businesses reach customers in both: translate and adapt their website pages, FAQs, emails, signs, and social posts, using AI for first drafts and your own fluency for the final, natural-sounding version."
    },
    {
      "type": "idea",
      "title": "Online Store Launch Helper",
      "summary": "An idea for a service: help makers and local shops launch their first online store, using the platform's built-in AI and your careful review.",
      "href": "/business-ideas/store-launch-helper/",
      "keywords": "Help makers, crafters, and local shops get their first online store up and running: set up the store, write product listings, organize collections, and prepare launch posts, using the store platform's built-in AI to move faster."
    },
    {
      "type": "idea",
      "title": "SOP and Training Kit Service",
      "summary": "An idea for a service: turn an owner's know-how into how-to guides, checklists, and staff quizzes, drafted with AI and checked with the owner.",
      "href": "/business-ideas/sop-training-kit-service/",
      "keywords": "Help small businesses turn the know-how in the owner's head into a simple training kit: written how-to guides, checklists, and short staff quizzes, drafted with AI from recordings and interviews, then checked by you and the owner."
    },
    {
      "type": "idea",
      "title": "AI Receptionist Setup for Local Trades",
      "summary": "An idea for a service: set up and tune an AI receptionist for busy trades, so missed calls get a quick, approved reply.",
      "href": "/business-ideas/ai-receptionist-setup-service/",
      "keywords": "Help busy plumbers, cleaners, landscapers, and other trades set up an AI receptionist or messaging assistant that answers when they can't, then tune it over the first month."
    },
    {
      "type": "idea",
      "title": "Website Accessibility Tune-Up Service",
      "summary": "An idea for a service: add checked alt text, captions, and clear labels to local business websites, with AI drafting and you reviewing.",
      "href": "/business-ideas/accessibility-tuneup-service/",
      "keywords": "Help local businesses add alt text to their images, captions to their videos, and clearer link and button labels, using AI to draft and you to check, following the W3C's Web Accessibility Initiative guidance."
    },
    {
      "type": "idea",
      "title": "Food Cost Review Service for Cafés",
      "summary": "An idea for a service: help cafés work out what each menu item costs to make, with AI help and a spreadsheet you check by hand.",
      "href": "/business-ideas/food-cost-review-service/",
      "keywords": "Help small cafés, bakeries, and food trucks work out what each menu item costs to make, using AI and a spreadsheet, then hand over a sheet they can keep updating."
    },
    {
      "type": "idea",
      "title": "Practice Materials Service for Tutors",
      "summary": "An idea for a service: draft practice worksheets and answer keys for tutors with AI, then check every one.",
      "href": "/business-ideas/tutoring-materials-service/",
      "keywords": "Help independent tutors and small tutoring centers prepare practice worksheets, quizzes, and answer keys faster, drafted with AI from the tutor's own lesson plans and checked by you and the tutor."
    },
    {
      "type": "idea",
      "title": "Guest Guidebook Service for Short-Term Rental Hosts",
      "summary": "An idea for a service: draft clear welcome guidebooks for rental hosts with AI, then check every detail.",
      "href": "/business-ideas/guest-guidebook-service/",
      "keywords": "Create welcome guidebooks for vacation rental hosts, covering check-in steps, house rules, appliance how-tos, and local tips, drafted with AI from the host's notes and photos and checked by you and the host."
    },
    {
      "type": "idea",
      "title": "Group Trip Planning Service for Clubs and Teams",
      "summary": "An idea for a service: plan group trips with AI research help, while you confirm prices and handle bookings.",
      "href": "/business-ideas/group-trip-planning-service/",
      "keywords": "Plan trips for groups, like sports teams, clubs, church groups, and family reunions, using AI agents to research options and build itineraries, while you handle the decisions, bookings, and people."
    },
    {
      "type": "idea",
      "title": "Voice and AI Assistant Setup for Older Adults",
      "summary": "An idea for a service: set up and teach voice and AI assistants for older adults, with simple cheat sheets.",
      "href": "/business-ideas/ai-assistant-setup-for-seniors/",
      "keywords": "Help older adults and their families set up and learn voice and AI assistants, like reminders for medications and appointments, calls to family, and simple questions, in friendly in-home or video sessions."
    },
    {
      "type": "idea",
      "title": "Estate Sale and Downsizing Inventory Service",
      "summary": "An idea for a service: photograph and inventory household items for downsizing families, with AI-drafted descriptions.",
      "href": "/business-ideas/estate-sale-inventory-service/",
      "keywords": "Help families who are downsizing or settling an estate photograph, list, and organize household items, with AI helping draft item descriptions and inventory lists."
    },
    {
      "type": "idea",
      "title": "Marketplace Listing Cleanup for Small Online Sellers",
      "summary": "An idea for a service: clean up and line up listings across marketplaces for small online sellers, with AI tools and seller approval.",
      "href": "/business-ideas/multichannel-listing-cleanup-service/",
      "keywords": "Help small sellers who list on eBay, Etsy, Amazon, and their own store fix listing errors, fill in missing details, and keep titles, prices, and stock matching across every channel, with AI tools doing the heavy lifting."
    },
    {
      "type": "idea",
      "title": "AI Shopping Agent Readiness for Local Shops",
      "summary": "An idea for a service: help local shops get their business facts clear and consistent for customers and AI shopping agents.",
      "href": "/business-ideas/ai-shopping-agent-readiness-service/",
      "keywords": "Help local shops and online sellers make their business facts (hours, prices, policies, products, and FAQs) clear, current, and consistent everywhere, so customers and the AI agents shopping for them get the details right."
    },
    {
      "type": "news",
      "title": "How We Cover Agent News",
      "summary": "How we handle AI agent news: we name the original source, keep the company's claims separate from our own tests, and never make up announcements.",
      "href": "/news/how-we-cover-news/",
      "keywords": "2026-10-27"
    },
    {
      "type": "news",
      "title": "Sources We Trust for Agent News",
      "summary": "The official places we check before we write about an AI agent: company docs, help centers, and product pages, with the date we checked.",
      "href": "/news/sources-we-trust/",
      "keywords": "2026-10-27"
    },
    {
      "type": "news",
      "title": "Automation Vendors Watch: October 2026",
      "summary": "What changed with the AI automation tools we follow this month: a shutdown, a rename, and pricing details worth knowing, each straight from the company's own site.",
      "href": "/news/automation-vendors-watch/",
      "keywords": "2026-10-28"
    },
    {
      "type": "news",
      "title": "Big Platforms Watch: October 2026",
      "summary": "What's changed with the big companies' AI agent tools this month: a product closed to new customers, a renamed page, and two toolkits with new names, each from the company's own site.",
      "href": "/news/enterprise-platforms-watch/",
      "keywords": "2026-10-28"
    },
    {
      "type": "news",
      "title": "Small Business AI Tools: Pricing and Plan Changes, October 2026",
      "summary": "A quick roundup of the pricing and plan details we spotted this month on popular small-business AI tools, from Grok Bot and Microsoft to Zapier, Notion, Google, and Intercom, each from the company's own pages.",
      "href": "/news/small-business-pricing-roundup-oct-2026/",
      "keywords": "2026-10-28"
    },
    {
      "type": "news",
      "title": "Customer Service AI Watch: October 2026",
      "summary": "What the big small-business support tools are offering right now: Fin 4 and its operations agent, Freshdesk's included AI Agent sessions, Tidio's growing product menu, and HubSpot's Customer Agent, each from the company's own pages.",
      "href": "/news/customer-service-ai-watch-oct-2026/",
      "keywords": "2026-10-28"
    },
    {
      "type": "news",
      "title": "Grok Bot's Use-Case Library, Marketplace, and Guides",
      "summary": "xAI's Grok Bot site now has three places to find ideas: a library of 56 use cases, a Marketplace of Bots shared by creators, and a set of how-we-use-it guides, per xAI's own pages.",
      "href": "/news/grok-bot-library-marketplace-guides/",
      "keywords": "2026-10-28"
    },
    {
      "type": "news",
      "title": "Grok Bot Update Watch: What's in Version 0.77",
      "summary": "The small-business highlights of Grok Bot 0.77 and the releases just before it: a Permissions section, Vault payments and the Vault itself, multi-question cards, 1Password sign-in, Import Memory, and Order Concierge and Deal Watcher templates.",
      "href": "/news/grok-bot-changelog-oct-2026/",
      "keywords": "2026-10-26"
    },
    {
      "type": "news",
      "title": "Microsoft Copilot's Usage-Based Billing, Explained for Small Businesses",
      "summary": "Microsoft now bills some advanced Copilot features, like Cowork and Autopilot, by usage with Copilot Credits, on top of your plan. Here's what's included, what's extra, and how to control spend, from Microsoft's own page.",
      "href": "/news/microsoft-copilot-usage-billing/",
      "keywords": "2026-10-28"
    },
    {
      "type": "news",
      "title": "Grok Bot in October 2026: Pages, Bot Email Addresses, Slide Decks, and Video",
      "summary": "The biggest new Grok Bot features from October 2026 releases before version 0.77, per xAI's changelog: Pages, Bot email addresses, slide decks, video creation, QuickBooks Online, and more.",
      "href": "/news/grok-bot-october-2026-features/",
      "keywords": "2026-10-22"
    },
    {
      "type": "news",
      "title": "Google Workspace AI Watch: Late October 2026",
      "summary": "The small-business highlights from Google's Workspace Updates blog this month: cell-level sources for Fill with Gemini in Sheets, Gemini in Sheets on iPhone, meeting recaps in Google Chat, and publishing Gemini apps to Google Sites.",
      "href": "/news/google-workspace-ai-watch-oct-2026/",
      "keywords": "2026-10-28"
    },
    {
      "type": "news",
      "title": "Shopify's Late-October AI Updates: Sidekick, Autopilot, and More",
      "summary": "The small-business highlights from Shopify's changelog for October 26 to 28, 2026: Sidekick storefront suggestions tested with AI shoppers, Sidekick web search, Campaign Autopilot channels, WhatsApp automations, and auto-synced translations.",
      "href": "/news/shopify-ai-updates-oct-2026/",
      "keywords": "2026-10-28"
    },
    {
      "type": "news",
      "title": "Square Kiosk Brings a Voice AI Ordering Assistant to Quick-Service Restaurants",
      "summary": "Square's new Square Kiosk (announced October 14, 2026) uses an AI voice layer that knows the seller's menu, answers questions, and suggests add-ons. It's $1,999 with a Square Plus or Premium subscription, plus $99 a month per device.",
      "href": "/news/square-kiosk-ai-oct-2026/",
      "keywords": "2026-10-14"
    },
    {
      "type": "news",
      "title": "Zoomtopia 2026: Zoom's Unified Context Layer and New My Notes Features",
      "summary": "At Zoomtopia on October 20, 2026, Zoom announced a Unified Context Layer that links meeting conversations with documents and apps, plus My Notes Workflows, ZoomMate Agent Teams, and MCP servers. Several features roll out from October 2026 into 2027.",
      "href": "/news/zoomtopia-2026-ai-updates/",
      "keywords": "2026-10-20"
    },
    {
      "type": "news",
      "title": "Notion Rebuilds Its AI Agents, with a Smarter Auto and New Credits",
      "summary": "On October 19, 2026, Notion announced more capable Notion Agents with their own computer and browser, a cheaper Auto model router, bring-your-own AI, an improved Notion MCP, and a new credit system.",
      "href": "/news/notion-agents-rebuilt-oct-2026/",
      "keywords": "2026-10-19"
    },
    {
      "type": "news",
      "title": "Gemini at Work 2026: Google Introduces the Gemini Agent for Work",
      "summary": "On October 8, 2026, Google Cloud announced the Gemini agent, a single agent for work that answers questions, handles knowledge work, creates media, and writes code, inside Workspace apps and beyond, with real-time spend caps.",
      "href": "/news/gemini-at-work-2026/",
      "keywords": "2026-10-08"
    },
    {
      "type": "news",
      "title": "Meta's Muse Personal Agent Launches in Singapore",
      "summary": "On October 27, 2026, Meta said Muse is now available in Singapore on iOS, Android, and muse.ai, with local connector partners like Shopee, Grab, Singapore Airlines, Agoda, and Lazada.",
      "href": "/news/muse-singapore-launch-oct-2026/",
      "keywords": "2026-10-27"
    },
    {
      "type": "news",
      "title": "Google Adds a Small Business Hub to the Gemini App",
      "summary": "On October 20, 2026, Google announced new Gemini app tools for small business owners: a business landing page, marketing and finance skills, and connections to apps like Canva, Shopify, Wix, and Xero.",
      "href": "/news/gemini-small-business-tools-oct-2026/",
      "keywords": "2026-10-20"
    },
    {
      "type": "news",
      "title": "Intuit Connect 2026: AI That Chases Invoices in QuickBooks",
      "summary": "On October 27, 2026, Intuit announced new Intuit Intelligence features, including AI-powered cash flow and invoicing tools in QuickBooks that surface aging invoices and follow up with customers automatically.",
      "href": "/news/intuit-connect-2026/",
      "keywords": "2026-10-27"
    },
    {
      "type": "news",
      "title": "Shopify Canvas: Design Your Store with Sidekick",
      "summary": "On October 1, 2026, Shopify introduced Canvas, a new design surface where merchants build and customize their online store with Sidekick, Shopify's AI agent.",
      "href": "/news/shopify-canvas-oct-2026/",
      "keywords": "2026-10-01"
    },
    {
      "type": "news",
      "title": "Xero Launches a Connected App for Google Gemini",
      "summary": "On October 14, 2026, Xero announced a connected app for Google Gemini that brings live Xero data into Gemini chats, so small businesses can ask about profit, overdue invoices, and bills.",
      "href": "/news/xero-gemini-connected-app-oct-2026/",
      "keywords": "2026-10-14"
    },
    {
      "type": "news",
      "title": "Canva Craft: Canva Launches Its Own Image Model",
      "summary": "On October 22, 2026, Canva introduced Canva Craft, its first image generation model, built for design and available to all Canva users in Dream Lab.",
      "href": "/news/canva-craft-oct-2026/",
      "keywords": "2026-10-22"
    },
    {
      "type": "news",
      "title": "Gusto Fall Showcase 2026: AI Payroll Prep You Approve",
      "summary": "At its Fall Showcase 2026, Gusto announced AI connectors for Claude, ChatGPT, and other AI tools, invoice ingestion for contractor payments, project tracking, and more for small businesses.",
      "href": "/news/gusto-fall-showcase-2026/",
      "keywords": "2026-10-22"
    },
    {
      "type": "news",
      "title": "Shopify's Fall '26 Edition: Your Store Inside AI Agents",
      "summary": "On October 28, 2026, Shopify's Fall '26 Edition added connectors that let merchants manage their store from nine AI agents, a shopping skill called shop.md, Shop Pay inside personal agents, and a knowledge base for the facts agents share about your store.",
      "href": "/news/shopify-fall-26-edition/",
      "keywords": "2026-10-28"
    },
    {
      "type": "news",
      "title": "Wix Symphony Agents Can Now Pay Bills You Approve",
      "summary": "On October 15, 2026, Wix announced that Symphony by Wix, its multi-agent system for small businesses, now connects to Link, Stripe's digital wallet, so its agents can make payments for the owner, with each purchase approved first.",
      "href": "/news/wix-symphony-agent-payments-oct-2026/",
      "keywords": "2026-10-15"
    },
    {
      "type": "news",
      "title": "Muse for Small Business: Meta Adds Business Tools to Its Agent",
      "summary": "On September 29, 2026, Meta announced Muse for Small Business, adding skills and connectors so Muse can work with tools like Shopify, QuickBooks, Canva, Stripe, and your Facebook and Instagram business accounts.",
      "href": "/news/muse-for-small-business/",
      "keywords": "2026-09-29"
    },
    {
      "type": "news",
      "title": "October 2026 Roundup: The Month AI Agents Came to Small Business",
      "summary": "A one-page guide to October 2026's biggest AI announcements for small businesses, from Google, Intuit, Gusto, Xero, Shopify, Wix, and Canva, with links to our full stories.",
      "href": "/news/small-business-ai-roundup-oct-2026/",
      "keywords": "2026-10-28"
    }
  ]
}