ChatGPT

78 published cases mention this tool.

This tag collects cases of the ChatGPT chat model itself, 78 in total: winning a flight-refund dispute, drafting a parking-ticket appeal that got dismissed, managing a real micro-cap stock portfolio, and analyzing tax and insurance documents. The limits are written just as plainly: the portfolio experiment ignored macro and sector risk, and debugging sessions contaminated the trading instructions. Human intervention is the norm here, not the exception.

Common task settings

About these tool references

Tool names and associations come from the tools field of each published case. Every linked case retains its original source. Inclusion is not vendor endorsement; reported results are not independently verified.

Cases using ChatGPT

  1. Run local desktop commands through the ChatGPT website

    The author investigated using the ChatGPT website as a local coding agent to execute desktop commands.

  2. Research potential rental properties with deep research

    Suggested implementation: An investor uses ChatGPT's paid deep research mode to screen rental properties. The workflow involves pasting Zillow listing details into the chat to generate a preliminary property report.

  3. Build an Instacart grocery cart from a chat request

    Instacart's integration still needs some work When you purchase through links on our site, we may earn an affiliate commission. Here’s how it works.

  4. Port a Chrome extension to Safari

    I use all three browsers on a daily basis. Chrome for accessing google owned properties and things I click on from Google search, Safari for reddit and hacker news, and Firefox for everything else.Safari is always the…

  5. Book a flight from your phone

    Suggested implementation: Use ChatGPT Work on mobile to initiate a flight booking. The agent collects personal details and opens a remote browser session for payment entry.

  6. Plan daily schedules and household chores with ChatGPT

    Suggested implementation: Use the paid ChatGPT app as a personal assistant to convert daily tasks into rough schedules, meal ideas, and work priorities.

  7. Analyze budgets and research investments from bank data

    Suggested implementation: Use WisePenny to pipe transaction data from bank accounts into ChatGPT without sharing bank logins or broad third-party permissions.

  8. Work helpdesk tickets with Claude Code and custom GPTs

    Rama Adi Katelin Teen Last edited October 14, 2026 You can point Claude at your support queue this afternoon, and it will be useful inside ten minutes.

  9. Log meals and estimate calories with ChatGPT

    Suggested implementation: Use ChatGPT Plus as a manual tracker for meals, calories, workouts, and weight. Maintain a single dedicated chat thread, starting each day with the date and morning weight.

  10. Calculate US taxes from 1099s and brokerage statements

    Suggested implementation: A user proposed using ChatGPT to calculate individual US taxes by inputting 1099 forms, self-employed business spreadsheets, and brokerage statements.

  11. Scrape freelancer leads and automate email and LinkedIn outreach

    The author built a lead generation and outreach system for a Canva webinar targeting Mexican freelancers. A Cursor IDE script scraped LinkedIn for English-speaking professionals and extracted emails.

  12. Give an AI its own inbox to act as personal assistant

    Suggested implementation: Connect a dedicated Outlook inbox for the AI and a personal Gmail account to ChatGPT. Instruct the AI to draft reminder emails from the Outlook account to Gmail with delayed delivery settings.

  13. Find SEO competitors with ChatGPT Pro agent

    Suggested implementation: Use ChatGPT Pro to analyze uploaded website data, research SEO competitors, and generate new content or page structures.

  14. Create assessments and grade papers for classes

    Suggested implementation: Teachers use AI tools like ChatGPT to draft initial assessments, handouts, and lesson materials.

  15. Negotiate a car purchase with ChatGPT

    Suggested implementation: A user inputs specific car details (VIN, location, credit score) into ChatGPT to request incentives, comparable listings, and negotiation scripts.

  16. Build a balloon-camel simulator for an LED Burning Man totem

    I'm making a LED Camel Totem for Burning Man. I had the idea to make a Koons-style balloon animal.I explored this idea with ChatGPT, asking it to make some reference images. I also asked for some prompt generation.

  17. Find the cheapest flight with ChatGPT

    Suggested implementation: Use ChatGPT to define flight search criteria (Shanghai to Tokyo, dates, constraints) and generate a checklist.

  18. Order from a restaurant menu photo with ChatGPT

    In the Reddit thread, a server says one customer looked at the restaurant menu on his phone, consulted ChatGPT, and then ordered the item it said was best.

  19. Compare funds on risk and cost metrics with charts

    Suggested implementation: Use ChatGPT to compare a group of funds across max drawdown, Sharpe ratio, expense ratio, tax drag, three-year return, and holdings overlap, then assemble the results into a chart.

  20. Auto-write and post real-estate listings

    Suggested implementation: Build an n8n workflow that reads property records from a spreadsheet, sorts listing photos into folders, and uses ChatGPT to generate listing copy.

  21. Review a landlord deposit dispute for legal violations

    Suggested implementation: A tenant inputs move-out dispute details into ChatGPT and Gemini. The models cross-check each other for legal violations (e.g., AB2801, missing receipts) and draft a formal demand letter.

  22. Screen incoming real estate deals and research tenants

    Suggested implementation: Use Claude or ChatGPT as a first-pass analyst to process deal details, comps, and rent rolls.

  23. Analyze spending and accounts via ChatGPT Finance

    I’ve been testing ChatGPT’s connected Finance tools, and it feels less like a budgeting dashboard and more like a personal finance analyst.

  24. Run an autonomous employee-like agent for company tasks

    This is interesting. I haven't used OpenClaw but I set up my own autonomous agent using Codex + ChatGPT Plus + systemd + normal UNIX email and user account infrastructure. And it's been working great!

  25. Monitor Reddit and LinkedIn for leads and alert on them

    Suggested implementation: A video production seller uses ChatGPT as a research assistant for outbound lead generation.

  26. Write and review contracts with ChatGPT

    Suggested implementation: Use ChatGPT to draft and review contract clauses based on user-provided templates or requirements.

  27. Triage and review legal documents with custom GPTs

    Suggested implementation: An in-house lawyer builds a custom GPT to simulate legal review for their jurisdiction.

  28. Plan family vacations with Deep Research

    I've been planning vacations with ChatGPT's Deep Research since it became available.

  29. Spec features with AI and hand off to coding agent

    I disagree. I used to spend most of my time writing code, fixing syntax, thinking through how to structure the code, looking up documentation on how to use a library.Now I first discuss with an AI Agent or ChatGPT to…

  30. Find and test promo codes before checkout

    Suggested implementation: Use ChatGPT Work to search for public promo codes, rebates, and price-match options using exact product links and shipping details.

  31. Automate technical blog post production

    Basilica, a US creative agency, faced tight deadlines for multiple technical blogs and found manual prompting inconsistent.

  32. Draft a refund demand for an unauthorized renewal

    Suggested implementation: Use ChatGPT to draft firm refund demand emails for unauthorized subscription renewals. Inputs include transaction ID, date, amount, and card details.

  33. Negotiate a lower Comcast bill via chatbot

    By Edward Ongweso Jr Share on X (Opens in new window)X Share on Facebook (Opens in new window)Facebook Share using Native toolsShareCopied to clipboard ChatGPT may not be coming for your job or education system anytime…

  34. Generate LEGO CAD models in LDraw with AI agents

    Build LEGO models with an AI agent, ordinary JSON plans and LDraw parts. The tools find parts and reference constructions, generate editable MPDs, check geometry, render previews and compare parts lists.

  35. Fight a hospital bill with an appeal letter

    Suggested implementation: Input hospital bill data into ChatGPT to identify high-cost line items and draft an appeal letter using standard billing terminology.

  36. Grade papers and build lesson plans for teachers

    This Easter I ran a series of experiments with ChatGPT that ended up with the creation of a POC app that uses ChatGPT to grade papers and build lesson plans for teachers.

  37. Draft parent-teacher communications

    Suggested implementation: A teacher uses ChatGPT to draft lesson outlines, weekly parent comments, and parent letters.

  38. Generate a spoken daily news bulletin at home

    Suggested implementation: Use n8n to trigger a 6:30 a.m. workflow that queries Perplexity for news from a fixed outlet list, cleans the data, and uses ChatGPT to rewrite it into a spoken script.

  39. Patch annoying software behavior by pointing an agent at it

    I am amazed by the jump in usability of models this year. Some little thing annoying you about some software, some feature missing just point AI at it and burn some tokens.

  40. Turn spoken answers into a Todoist task list

    Edit: https://github.com/gargahcerk/HA_Scripts/ Hi, I have found a solution for filling my lists via Alexa.

  41. Test a browser agent on web games

    OpenAI’s ChatGPT Atlas introduces new capabilities for web interaction, enabling the model to analyze webpages, process user intents, and execute cursor and keyboard inputs directly within the browser.

  42. Find and rebook flights for a trip

    The user planned a trip to Costa Rica and used ChatGPT to search for flights, specifying preferences like avoiding stops and excluding online travel agents.

  43. Plan birthday and virtual office parties

    Suggested implementation: Use ChatGPT to generate a comprehensive party plan covering invitations, decorations, games, and food for birthday or virtual office events.

  44. Compile and filter apartment listings

    Property managers and renters use AI tools like Claude and ChatGPT to streamline apartment hunting.

  45. Accelerate scientific research with Codex

    Suggested implementation: A theoretical chemist proposes a tiered AI workflow for quantum-mechanical simulations of molecules, excitations, and spin behavior.

  46. Check live product prices before buying

    Suggested implementation: Build an MCP server chaining page-reading tools (fetches, readers, browsers, stealth, paid scrapers).

  47. Find technical SEO issues and generate code fixes

    The team tested five SEO AI agents on three live client sites over two weeks. They evaluated capabilities in technical crawling, content gap analysis, and fix generation.

  48. Reclaim forgotten crypto airdrops and deposits

    The author used Claude and ChatGPT to scan their entire blockchain transaction history.

  49. Speed up a thesis literature review

    Suggested implementation: Use ChatGPT to summarize papers and structure a thesis literature review.

  50. Answer support tickets with ChatGPT connected to Freshdesk

    Suggested implementation: A SaaS owner proposes gathering support tickets and knowledge base data into a searchable dataset, then integrating ChatGPT with Freshdesk via an MCP server to access ticket history and…

  51. Compile weekly legal questions from a Slack channel

    Suggested implementation: An in-house counsel proposes using a ChatGPT agent to weekly scan the #legal Slack channel for Terms of Use questions.

  52. Fill out a multi-page visa or immigration form

    Suggested implementation: Use ChatGPT's voice mode to draft multi-page visa or immigration forms.

  53. Build a bare-bones Windows VNC client from an email brief

    The user attempted to build a bare-bones Windows 10 VNC client using AI tools (Claude and ChatGPT 5.6 Sol) to bypass macOS keysize compatibility issues.

  54. Save AI Q&A summaries into git repos as persistent notes

    The user asks ChatGPT ad-hoc questions, then instructs it to summarize the conversation and save the file to a specific Git repository via the GitHub MCP server.

  55. Run a 10-agent SEO content pipeline

    Suggested implementation: Construct a sequential 10-agent SEO workflow to replace single-prompt generation, which often yields generic drafts and hallucinations.

  56. Diagnose Swift errors with ChatGPT from symptoms and code

    A Swift developer inputs error symptoms and relevant code into ChatGPT to diagnose issues, treating it as an interactive alternative to Stack Overflow.

  57. Draft lesson plans and school paperwork for teachers

    Suggested implementation: A teacher uses ChatGPT to draft lesson sequences, reflections, PowerPoints, programs, assessment notifications, marking, and student reports.

  58. Hunt for an apartment with an agent (partly failed)

    Suggested implementation: Install OpenClaw on Hostinger, connect to Telegram, and configure it to monitor Facebook Marketplace for specific criteria (e.g., 3-bedroom with balcony).

  59. Draft evidence-backed insurance appeals with ChatGPT

    Suggested implementation: Use ChatGPT to draft structured appeals for employment insurance (EI) and home-insurance flooding denials.

  60. Cancel Adobe subscription without early termination fee

    So I hadn't used Creative Cloud for months and decided I didn't need it anymore. I was trying to find a 'Cancel' button but it didn't exist. So I asked ChatGPT to help my find out how to cancel.

  61. Vibe-code a pull request dashboard across Azure DevOps repos

    The author defined dashboard goals for ChatGPT 5 to generate an architecture, then fed this into the Junie agent in WebStorm to create project guidelines and code.

  62. Plan meals and fill an Instacart cart

    The author used ChatGPT with the Instacart plugin to generate a weekly meal plan based on dietary preferences, then requested recipes and a consolidated shopping list.

  63. Audit SEO and AI-search visibility with an agent

    Suggested implementation: An agent performs separate audits for SEO and GEO (Generative Engine Optimization) visibility to improve brand recognition in AI tools.

  64. Analyze workouts and blood pressure from Apple Health data

    Suggested implementation: Connect ChatGPT to Apple Health to analyze synced workout, run, and blood pressure data for general health planning.

  65. Book a private chef and plan a ski holiday

    The user employed ChatGPT to manage personal logistics, specifically booking a private chef and planning a ski holiday.

  66. Write a parking ticket appeal that got dismissed

    Suggested implementation: Input specific parking violation details, external constraints like construction, and personal context into ChatGPT to draft a formal appeal email.

  67. Claim unclaimed property using ChatGPT guidance

    Suggested implementation: A user receives a mailed notice from a third-party company offering to file an unclaimed-property claim for a 10% fee. The user photographs the letter and inputs it into ChatGPT.

  68. Turn receipts into CSV for bookkeeping

    Suggested implementation: Build a custom GPT to process receipt images (e.g., from Yummy Kitchen, Farm Boy, Costco) and output CSV data for bookkeeping.

  69. Let AI agents search a store, build carts, and prep checkout

    Suggested implementation: E-commerce sellers provide website links to enable agentic commerce capabilities, allowing AI agents to search stores, build carts, and prepare checkout.

  70. Split work between ChatGPT architect and Codex executor

    Suggested implementation: Use ChatGPT for high-level planning and code review, while Codex handles local file execution via MCP-style access.

  71. Win a flight refund dispute with ChatGPT

    Recently I had a dispute with IndiGo over a cancelled flight and refund denial. The interesting part is that I used ChatGPT almost like a legal strategy assistant through the entire process.

  72. Find web design prospects with sales agents

    Suggested implementation: Chain six agents using OpenClaw on an always-on server, integrating ChatGPT/Claude, Google Places API, Twilio, and ElevenLabs.

  73. Do your online shopping through Operator

    Suggested implementation: Use Operator via ChatGPT to act as a shopping agent.

  74. Let ChatGPT manage a real micro-cap stock portfolio

    Heavy Week... Recap Hey guys! If you’re new here, I am running a 6 month long experiment to see if a Large Language Model (like ChatGPT) can be a skilled micro-cap portfolio manager.

  75. Draft chat replies from a browser extension

    Suggested implementation: A Chrome extension adds a 'Draft' button to Fiverr order messages.

  76. Screen interview code submissions with a Codex review agent

    Hey all. I was talking to someone at work recently about the entry level position they're trying to fill, and they said they've been completely inundated with applicants, far more than we've gotten in the past.

  77. Build a mental models framework with a multi-agent dev team

    A solo founder coordinated Claude, ChatGPT, Windsurf, and Cursor as role-based team members using a SITREP protocol for parallel execution.

  78. Reconcile orders, draft invoices, and order laptops nightly

    The user implemented a nightly automated workflow where ChatGPT retrieves completed orders, cross-references them with CRM entries to identify discrepancies, and generates draft invoices in the accounting system for…