What people do with ChatGPT
OpenAI's general assistant. 30 real use cases so far, most often for money, bills & benefits, work & operations and software & devops. Each links to its source and comes with a prompt to try.
Also called ChatGPT Deep Research.
30 use cases · 10 kinds of job · Updated Oct 9, 2026
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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.
How it went It secured a $10 monthly discount, about $120 a year. The bot invented the outages, left a placeholder like [insert email address] in its text, and was too polite. Part of the chat was with Comcast's own bot.
12 accounts
Vibe-code a pull request dashboard across Azure DevOps repos
Author used ChatGPT for architecture and the Junie agent in WebStorm to build a dashboard aggregating PRs across four repos, flagging approvals, conflicts and comments, in about 3 hours.
How it went After about 3 hours there were three views, and the team loved it. Another hour added their suggestions, and everyone uses it daily. Almost every step worked first try; Junie sometimes got repetitive or inconsistent.
2 accounts
Draft lesson plans and school paperwork for teachers
A teacher used ChatGPT for lesson plans, reflections, PowerPoints, assessment notifications, and marking, saving hours of planning.
How it went The teacher says it saved them hours of planning and cut admin time enough to focus more on teaching. It was not perfect, and they found its academic references could look convincing but be made up.
Compile and filter apartment listings
A renter used Claude and ChatGPT to compile property-management sites and filter listings; results were decent but included some out-of-parameter listings, and he found a place through a friend.
How it went The AI did a pretty good job listing apartments within his parameters, but sometimes included ones outside them. He ended up finding a place through a family friend's vacancy.
Let AI agents search a store, build carts, and prep checkout
A store is set up so Claude or ChatGPT agents can search the catalog, build a cart, and apply promo codes, then hand over a checkout link before payment.
How it went The thread gives no performance numbers or rollout results. It does show at least one live store claiming the flow works today, but the discussion leaves the checkout handoff and implementation details mostly unexplained.
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The best things people got an AI agent to do, each with the prompt to try it.
ChatGPT for money, bills & benefits
Unclaimed money, refunds, cancelled subscriptions, lower bills, taxes, and insurance.
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.
12 accounts
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.
4 accounts
Claim unclaimed property using ChatGPT guidance
A user photographed an unclaimed property letter and ChatGPT pointed them to the Florida treasury site to claim it; another says a fiancé claimed and received the money.
2 accounts
Analyze budgets and research investments from bank data
The poster pipes bank transaction data into ChatGPT and uses Claude for budget analysis, investment research, and summarizing and comparing financial reports.
Draft a refund demand for an unauthorized renewal
The poster used ChatGPT to write a stronger message to Skillshare after an unauthorized $24 renewal, threatening a dispute and chargeback.
ChatGPT for work & operations
Planning, inboxes, documents, and the back office that runs a business.
Draft lesson plans and school paperwork for teachers
A teacher used ChatGPT for lesson plans, reflections, PowerPoints, assessment notifications, and marking, saving hours of planning.
Grade papers and build lesson plans for teachers
Author built a proof-of-concept app using ChatGPT prompt templates to grade papers, generate lesson plans, and give feedback.
Draft parent-teacher communications
A teacher says ChatGPT handled all their parent-teacher communications for a month, and they also tried it for lesson planning.
Create assessments and grade papers for classes
A teacher's co-teacher uses ChatGPT to create assignments and tests, with commenters also using it to grade papers and create texts.
Run an autonomous employee-like agent for company tasks
Author runs a self-built autonomous agent on Codex, ChatGPT Plus, systemd and email that handles various company tasks, using a rolling context, diary and markdown wiki for memory.
ChatGPT for software & devops
Shipping code, reviewing PRs, running infra, and fixing things at 3am.
Vibe-code a pull request dashboard across Azure DevOps repos
Author used ChatGPT for architecture and the Junie agent in WebStorm to build a dashboard aggregating PRs across four repos, flagging approvals, conflicts and comments, in about 3 hours.
2 accounts
Build a bare-bones Windows VNC client from an email brief
The author emailed Claude a spec for a minimal VNC viewer targeting Windows 10 over a local SSH tunnel, to be built on a Mac and delivered with a checksum.
Spec features with AI and hand off to coding agent
Author discusses a spec with an AI agent or ChatGPT, then hands it to an agent to code, and tests the outcome instead of reading every line.
Diagnose Swift errors with ChatGPT from symptoms and code
A Swift developer feeds error symptoms and code to ChatGPT to get a starting lead on the cause, then reviews the code it produces.
Build a mental models framework with a multi-agent dev team
A solo founder used Claude, ChatGPT, Windsurf and Cursor as role-based team members to design, test and deploy a 120-model mental-models framework and MCP server.
ChatGPT for life admin & home
Forms, paperwork, health, family logistics, personal assistants, and the smart home.
Compile and filter apartment listings
A renter used Claude and ChatGPT to compile property-management sites and filter listings; results were decent but included some out-of-parameter listings, and he found a place through a friend.
Generate a spoken daily news bulletin at home
Poster built a morning news briefing with ChatGPT, ElevenLabs and Home Assistant that is read aloud through their home setup, replacing Alexa.
Turn spoken answers into a Todoist task list
Alexa sends spoken answers to ChatGPT, which organizes them into a formatted list of tasks for the household workflow.
Hunt for an apartment with an agent (partly failed)
A self-hosted agent surfaced broken links and mismatched descriptions at over $100 in credits; ChatGPT then compared listings and scheduled searches until it lost site access.
ChatGPT for shopping & errands
Groceries, price hunting, returns, and the errands you keep putting off.
Let AI agents search a store, build carts, and prep checkout
A store is set up so Claude or ChatGPT agents can search the catalog, build a cart, and apply promo codes, then hand over a checkout link before payment.
Plan meals and fill an Instacart cart
The author used ChatGPT with the Instacart plugin to build a daily meal plan and put the ingredients into a ready-to-order shopping list.
Build an Instacart grocery cart from a chat request
A reporter connected Instacart to ChatGPT, which assembled the cart for formula, ice cream and fruit and opened a checkout confirmation in chat.
ChatGPT for travel & bookings
Flights, hotels, restaurants, tickets, and appointments booked for you.
Book a flight from your phone
Tom booked a flight with ChatGPT Work on mobile; it asked for personal details, then opened a remote browser session for payment details.
Plan family vacations with Deep Research
Author uses ChatGPT Deep Research with detailed family prompts to find destinations, attractions and schedule trips; it can't yet filter and book accommodation.
Find and rebook flights for a trip
A former travel worker had ChatGPT search flights via Kayak and suggest earlier return options, then booked a Houston-to-NYC flight.
Also used for
Content & Creative 2 · Sales, Marketing & Support 1 · Research & Knowledge 1 · Games & Simulations 1
Generate LEGO CAD models in LDraw with AI agents
A toolset and docs let ChatGPT and Claude agents write LDraw source files that become LEGO CAD models, packaged as a dockerized web app.
2 accounts
Build a balloon-camel simulator for an LED Burning Man totem
Author used ChatGPT for reference images and Claude Code to build a Go balloon physics simulator with a web frontend, with Claude looping on screenshots and camera control.
Work helpdesk tickets with Claude Code and custom GPTs
Support admins built CLIs and skills for Confluence, Jira and Zendesk with Claude Code, and used a custom GPT to draft ticket answers that had to be pasted back manually.
Speed up a thesis literature review
Author used ChatGPT to summarize and structure a thesis literature review, and tried a tool that builds summaries from real papers to avoid invented citations.
Test a browser agent on web games
Researchers had ChatGPT Atlas's browser agent play T-Rex Runner, Sudoku, Flappy Bird and Stein.world; it did well on logic puzzles like Sudoku, finishing faster than humans.
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