agentusecases.ai

Real things people are doing with AI agents, scanned from across the web every day. Steal an idea.

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1572 use cases
Updated Oct 24, 2026
Sources: the open web, X, Reddit, Hacker News
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15 new use cases

Sat, Oct 24 · a few of them below

Latest finds

  • ··

    Reconcile supplier invoices and run orders through a custom CRM

    A business owner uses AI to auto-reconcile supplier invoices and report on pricing and freight costs, plus a custom CRM that orders from suppliers and invoices clients via Zoho Books API.

    New · Reddit
  • ··

    Give stock screening live market context with a RAG agent

    A commenter built a RAG agent over a live database to supply current market context for evaluating stocks and screening.

    New · Reddit
  • CC

    Write a novel chapter by chapter with a subagent

    A author had a custom /write-chapter Claude Code subagent read outlines and prior text, then write and save 10 chapters in 17 minutes.

    Submitted by from search gap: 写作New · news.qq.com · Oct 2026
  • GP

    Research potential rental properties with deep research

    An investor uses ChatGPT's deep research feature to produce a full report on a property before running exact numbers on a rental investment.

    New · Reddit
  • CC

    Diagnose and fix slow home Wi-Fi

    A user had Claude Code run speed tests, read signal data and guide router changes, finding three issues and raising speed from about 90 to 292 Mbps.

    Submitted by from search gap: wifiNew · tech.yahoo.com · Oct 2026
  • GB

    Build and promote games from GitHub and X

    A user gave Grok Bot a GitHub account with 20+ repos and X accounts to create and update games and promote the sites with posts.

    New · Reddit · Oct 2026
  • GB

    Let an AI CEO run a small security scanner business

    The poster gave an AI agent a security scanner business idea with three AI employees; at day 2 there was no revenue and a homepage outage.

    New · Reddit · Oct 2026
  • GP

    Analyze spending and accounts via ChatGPT Finance

    A user linked checking, card and brokerage accounts to ChatGPT's Finance tools and asked for breakdowns of spending categories, merchants, balances, APR and due dates.

    New · Reddit · Jun 2026
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5 use cases every morning

Each one includes the prompt. One email, at 6:30am Pacific.

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01

Money, Bills & Benefits

Topic

Unclaimed money, refunds, cancelled subscriptions, lower bills, taxes, and insurance.

  • ··

    Negotiate retention discounts on bills by phone

    A voice agent calls service providers, navigates IVR menus, waits on hold and negotiates retention discounts for users, pausing for OTP verification.

    4 accounts · HN · Feb 2026
  • CC

    Compile deductions and Schedule C with Claude Code

    Claude Code gathered charitable contributions and itemized deductions from sheets, email and statements and built a Schedule C; some categorizing stayed manual.

    4 accounts · claudeblattman.com
  • CL

    Search state databases for unclaimed property under old names

    The poster asked Claude to search unclaimed property databases in every state they lived in, using their name and old names.

    4 accounts · Reddit · Sep 2026
  • MM

    Negotiate bills, handle returns and cancel subscriptions

    A Meta employee said Muse negotiated an AT&T bill, found Amazon returns, returned IKEA furniture and filed a vet claim; another had a forgotten subscription cancelled and refunded.

    5 accounts · tekedia.com
  • GP

    Negotiate a lower Comcast bill via chatbot

    DoNotPay's ChatGPT-based bot chatted with Comcast support for an engineer and secured a $10 monthly discount.

    13 accounts · vice.com
  • GB

    Dispute an airline's EU261 delay compensation rejection

    A Grok-based agent checked flight data, argued the crew issue wasn't extraordinary, and sent an approved email, winning €400 before landing.

    3 accounts · X · Oct 2026
  • GA

    Cancel streaming subscriptions with ChatGPT Agent

    A writer had the agent cancel Peacock, Disney and Netflix after logging in; it needed a nudge and may be blocked on some sites.

    4 accounts · tomsguide.com
  • CW

    Turn forwarded receipts and bank data into expense and tax summaries

    Users report Cowork building a Monday expense report from forwarded receipts and a tax-prep summary from a year of transactions, plus home maintenance logs.

    3 accounts · christopheralarcon.com
  • CH

    Fill in a tax organizer and review last year's return

    Claude in Chrome captured the organizer's fields and entered data, Claude Code filled them in, and Claude reviewed the prior return; it sometimes claimed work was done without the info.

    3 accounts · theautomatedoperator.substack.com
  • CX

    Fill forms and review tax filings with Codex computer use

    Secondhand accounts of OpenAI staff using Codex computer use for forms and PDFs, including one tax filing review that caught an error worth thousands.

    3 accounts · mindstudio.ai
  • OC

    File a complex tax return with OpenClaw

    OpenClaw built a Schedule C P&L from bank transactions, guided TurboTax entry for 4+ hours and caught an error in a prior accountant's work.

    X
  • RA

    Build a spending-insights app from bank transactions

    Plaid describes a Replit connector that lets non-coders prompt the Replit agent to build an app reading their own bank transactions (vendor post, no named user).

    plaid.com
  • GE

    Appeal a denied travel insurance claim

    The poster used Gemini during the appeal of a rejected travel insurance claim and says the appeal succeeded.

    Reddit · Sep 2026
  • PC

    Research stocks and update a watchlist in the browser

    An investor uses Perplexity Comet to scan his watchlist, find Swiss companies hit by US tariffs, summarize Reddit and market commentary, and add stock picks to a Google Sheet.

    New · rhinoinsight.substack.com
  • CU

    Fill out a Form 1040 with computer use

    A tester gave Claude Computer Use data stored on disk and checked whether it could find the fields and fill a simplified Form 1040 accurately.

    2 accounts · dev.to
  • MA

    Teach an agent to trade with signals and logging

    @mufasadubai had Manus write a Python script using ProjectX APIs for realtime charts, set up Telegram signals and log trades to Google Sheets and CSV.

    X · Feb 2026
  • 5 use cases every morning

    Each one includes the prompt. One email, at 6:30am Pacific.

    Unsubscribe any time. Privacy

  • ··

    Write appeals and phone insurers on denied claims

    Counterforce Health's AI writes appeal letters against claim denials and a voice agent calls the insurer to follow up for the user.

    4 accounts · cityviewnc.com
  • CC

    Prepare S-Corp tax filings from bookkeeping data

    Claude Code wrote scripts parsing QuickBooks and bank statements, and Codex reviewed the code and caught errors like a wrong Schedule L mapping.

    3 accounts · common-sense.com
  • CL

    Prepare federal and state tax returns from a folder

    A Redditor pointed Claude at their tax folder and asked it to do their taxes; they say returns for 2024 and 2025 came back in 15 minutes and matched TurboTax, but needed mailing.

    3 accounts · inc.com
  • MM

    Find unclaimed money and start the claim

    Meta's Muse agent found over $1,500 in unclaimed funds in about five minutes and helped fill out paperwork; the claim was filed but unpaid.

    4 accounts · colombiaone.com · Sep 2026
  • GP

    Write a parking ticket appeal that got dismissed

    The poster used ChatGPT to draft an appeal of a street-sweeping parking ticket, and the ticket was dismissed.

    5 accounts · Reddit · Jun 2023
  • GB

    Cancel and refund subscriptions by searching email and calling

    Grok Bot read email across two accounts, logged into systems, phoned providers and sent emails, cancelling and refunding two long-pending subscriptions in about ten minutes.

    2 accounts · moxiegtm.substack.com
  • GA

    Trade stocks via Robinhood MCP

    A ChatGPT agent sold TSM shares and bought HOOD shares as part of an ongoing agentic trading challenge.

    4 accounts · X · Jun 2026
  • CW

    Produce investment memos with Claude Cowork

    The author walks non-developers through using Claude Cowork to produce a full investment memo in about 15 minutes and track the investment afterwards.

    investwithai.substack.com
  • CH

    Negotiate a billing credit from AT&T

    Claude in Chrome negotiated a $100 credit from AT&T in a billing dispute with no human involvement, one of five use cases tested.

    2 accounts · natesnewsletter.substack.com
  • CX

    Cancel an Amazon subscription and get a refund

    Codex navigated Amazon settings to cancel a subscription, then chatted with customer service and secured an immediate $15 refund.

    2 accounts · X · Apr 2026
  • OC

    Turn vet charges into ready-to-send pet insurance claims

    A personal OpenClaw agent spots vet charges in the bank feed, finds the invoice in Gmail, fills the insurer's PDF form, drafts the email and tracks replies for the owner to review and send.

    github.com
  • RA

    Build a buy-order imbalance scanner with Replit Agent

    A commenter says Replit's agent built a working scanner for buy order imbalances using demo credits.

    Reddit · Sep 2024
  • GE

    Let AI models trade stocks autonomously with $1k each

    Poster ran four AI models on a weekday pre-market prompt to trade $1,000 portfolios each for nine weeks; ChatGPT came out ahead.

    Reddit · Mar 2026
  • PC

    Generate prompts for a browser agent to execute trades

    A developer's signal generator reads stock and crypto portfolio files and produces browser-automation prompts for Perplexity Comet to execute trades on brokerage sites.

    New · github.com
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  • ··Other or custom 269

Browse by category

Topic pages list the top use cases in each category.

  • Money, Bills & Benefits 128
  • Life Admin & Home 202
  • Shopping & Errands 105
  • Travel & Bookings 108
  • Work & Operations 270
  • Sales, Marketing & Support 205
  • Research & Knowledge 106
  • Content & Creative 105
  • Software & DevOps 255
  • Games & Simulations 51
  • Security, Science & Hardware 37

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