How Founders Use AI

How people use AI, and the tool for each job.

The AI map of which tool is for which job, checked on 29 October 2026, what changed since July, and every video, thread, guide, podcast and tool behind 278 answered questions on putting AI to work.

The AI map: which tool is for which job, as of 29 October 2026

Models and assistants AI assistants Frontier models Open-weight models Decision models

Building with AI Coding agents App builders Design and presentations Spreadsheets, data and internal tools

Agents and research Agents that do tasks for you AI browsers No-code automation with AI steps Research and search Meeting notes and everyday productivity

Making media Video generation Images Avatars and voice Music and audio Video editing

AI at work Prospecting and sales Marketing, ads and AI search Customer support agents Legal and contracts Finance and accounting Hiring and HR

What changed since July

  1. 28 Oct 2026 GitHub began including Copilot with GitHub Enterprise licences and added projects to the Copilot app, where several agents work across repositories. Coding agents github.blog
  2. 27 Oct 2026 n8n released the 3.0 beta, a reliability and security release with breaking changes; self-hosting now runs on Docker only and the stable release is due in early December. No-code automation with AI steps blog.n8n.io
  3. 27 Oct 2026 Hex released Hex 4.0, rebuilt for analysts and AI agents working together, with a $100 million raise. Spreadsheets, data and internal tools hex.tech
  4. 26 Oct 2026 Replit launched Replit for Business, and the next day Cloud Agents that let non-engineers propose changes to a company codebase. App builders blog.replit.com
  5. 26 Oct 2026 OpenAI released GPT-6.1 Terra at $1 / $5 per million tokens, half the price of GPT-6.1 Sol. Frontier models openai.com
All 108 changes

What founders use most, ranked by how many answers lean on it.

  1. OpenAI's own list of the Codex launches: Codex in the cloud, a refreshed CLI and code review, and Sign in with ChatGPT for... openai.com Article DevDay 2026 Recap OpenAI In 9 answers
  2. Survey finding that 24% of US AI users use an agent regularly and 32% have let AI act for them without final approval, which is... menlovc.com Article 2026: The State of Consumer AI Menlo Ventures In 9 answers
  3. How to give Gemini an ongoing task on a schedule, such as watching prices or pulling cited research into a file, which is the... support.google.com Guide Manage your tasks & workflows in Gemini Apps Google In 8 answers
  4. OpenAI's own description of an always-on agent with its own computer, a concrete picture of what 'an agent acts for you' means... openai.com Article Introducing dots OpenAI In 7 answers
  5. A Wharton professor's regular guide: any free model for low-stakes questions, ChatGPT or Claude for real work, and where... oneusefulthing.org Article An opinionated guide to which AI to use to do stuff Ethan Mollick (One Useful Thing) In 6 answers
  6. The most-cited definition of workflows vs agents, written by the team behind Claude. anthropic.com Guide Building Effective AI Agents Anthropic In 5 answers
  7. How to hand Claude a report or deck from any conversation and schedule it to run every week, with no builder at all. claude.com Article Claude Cowork and chat are now one Claude Anthropic In 5 answers
  8. Anthropic on letting Claude act in the browser without approving each step, with a safety classifier checking every action. claude.com Article Claude in Chrome is generally available Anthropic In 5 answers
  9. Microsoft's own post on Copilot in Excel's newest features: get data, clean data, skills you teach it once, and an interactive... techcommunity.microsoft.com Article Beyond Analysis: Copilot Gets to Work in Excel Microsoft Excel team (Brian Jones) In 5 answers
  10. The written breakdown of the same case, with the operating model you can copy. lennysnewsletter.com Article We replaced our sales team with 20 AI agents (essay version) Lenny Rachitsky In 4 answers
  11. A user-research veteran's workflow that forces exact quotes and catches contradictions. lennysnewsletter.com Article How to do AI analysis you can actually trust Caitlin Sullivan, Lenny's Newsletter In 4 answers
  12. Google's own instructions for showing up in AI Overviews and AI Mode. developers.google.com Guide Google's Guide to Optimizing for Generative AI Features in Search Google Search Central In 4 answers
  13. How an always-on agent is fenced in: its own sandboxed computer, read-only background research, auto-review of actions and... openai.com Article How we build safety, security, and privacy into dots OpenAI In 4 answers
  14. Google's own post on Gemini Omni Flash in Flow: generate, then refine a clip conversationally with characters kept consistent. blog.google Article New agents, mobile apps and Gemini Omni for Google Flow and Google Flow Music Google In 4 answers
  15. One chart of which assistants people actually use, from a February 2026 survey. pewresearch.org Article ChatGPT tops the list of chatbots Americans use, across age groups Pew Research Center In 4 answers
  16. Explains the three Pro plans (Pro 100, Pro 200, Pro 500) introduced in September 2026, so you know what the $100-plus tiers buy. help.openai.com Guide About ChatGPT Pro tiers OpenAI Help Center In 4 answers
  17. Clickstream study through April 2026: AI platforms send 0.32% of all web traffic, ChatGPT about three quarters of it and Gemini... seranking.com Article AI traffic grew 16x from 2024 to 2026: Here are the top AI search engines driving visits to websites SE Ranking In 4 answers
  18. How to start a Work task, what to put in the request, and how Scheduled Tasks repeat a job or watch for changes. help.openai.com Guide ChatGPT Work and Codex OpenAI Help Center In 4 answers
  19. Sarvam's own account of its two open models, how it tests 22 languages in native and English-letter script, and why its... sarvam.ai Article Open-sourcing Sarvam 30B & 105B models Sarvam AI In 4 answers
  20. The AI-engineering community's annotated read of the keynote. latent.space Article Andrej Karpathy on Software 3.0 Latent Space (swyx) In 3 answers
  21. The official guide to training an agent with rules and data access across your apps. zapier.com Guide Zapier Agents: Combine AI agents with automation Zapier In 3 answers
  22. The community's favourite structured n8n course, from a former Goldman BI analyst. classcentral.com Course n8n Masterclass: Build AI Agents and Automate Workflows (Beginner to Pro) Nate Herk In 3 answers
  23. Analyst-grade research reports on demand, the delegation most founders start with. openai.com Article Introducing deep research OpenAI In 3 answers
  24. The single most important security idea for anyone deploying agents. simonwillison.net Article The lethal trifecta for AI agents Simon Willison In 3 answers

Show the next 24

Playbooks

A goal, and the route through it a step at a time.

Start using AI well Pick an assistant, learn with it, hand it real work, and keep yourself and your data safe. 5 steps Build your product with AI From a prompt to a shipped product: prototype, build, and wire AI into what you ship. 6 steps Code and ship with AI Write, ship, and maintain real software as a founder, with AI as your pair. 4 steps Design and prototype with AI Go from idea to a clickable prototype without a designer. 3 steps Build AI agents and automations Wire up agents and internal tools that do real work for you. 3 steps Put AI inside your product Ship AI features users actually feel, not a bolted-on chatbot. 3 steps Research your market with AI Size the market, study competitors, and read data in hours, not weeks. 3 steps Market and grow with AI Content, creative, and distribution: fill the top of the funnel without a big team. 5 steps Create content with AI Write, film, and design a content engine that runs without a team. 3 steps Get found in AI search Show up when founders and buyers ask AI, not just Google (AEO/GEO). 3 steps Run ads with AI Brief creatives, read the numbers, and optimize spend with AI. 3 steps Find and serve customers with AI Research the market, prospect, close, and support, with AI doing the heavy lifting. 4 steps Sell and prospect with AI Find leads, personalize outreach, and run better sales calls. 3 steps Support customers with AI Answer faster and deflect tickets without losing the human touch. 3 steps Run the back office with AI The unglamorous grind: workflows, finance, legal, and hiring, automated where it counts. 5 steps Automate your workflows Stitch your tools together so the busywork runs itself. 3 steps Hire and manage your team with AI Source, screen, and onboard faster, and keep the team in sync. 3 steps Handle legal and finance with AI Draft contracts and stay on top of the numbers without a big spend. 2 steps Be more productive with AI Get more done and think sharper with AI as a daily habit. 3 steps Become an AI-native founder The meta-skills: build your stack, prompt well, and use AI to research, think, and decide. 6 steps Build your AI stack Pick the tools worth paying for and the prompts worth reusing. 3 steps

The questions, by topic

Building & Product

Vibe Coding 15 Databases & Internal Tools 11 AI Agents 15 Design & Prototyping 12 AI in Your Product 13

Research & Knowledge

Search & Research 13 Market Research 13 Data Analysis 13

Marketing & Growth

Content Creation 12 Video, Image & Audio 14 Getting Found in AI Search (AEO/GEO) 12 Ads & Performance Marketing 14 Social & Community 12

Sales & Customers

Sales Prospecting 13 Customer Support 6 CRM & Sales Calls 12

Operations & Back-office

Legal & Contracts 13 Finance & Accounting 3 Hiring & HR 3 Productivity 3 Workflows & Automation 3

Strategy & The AI-Native Founder

Fundraising 6 Prompting 3 Building Your AI Stack 3 AI as a Thinking Partner 4

Everyday AI

Choosing Your AI Assistant 8 Learning with AI 7 Working with AI Agents 7 Using AI Safely 8 AI in Indian Languages 7
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