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. A clear, sceptical explainer of decision models: why answering with a choice instead of text is fast and cheap, and where... seangoedecke.com Article Jev means structured output is interesting again Sean Goedecke In 2 answers
  2. Survey data on how many people now use ChatGPT, Perplexity and Gemini to find information, and how far their trust in those... reutersinstitute.politics.ox.ac.uk Article Digital News Report 2026: Overview and key findings Reuters Institute for the Study of Journalism In 2 answers
  3. OpenAI's own explanation of Work, the agent in ChatGPT for longer, multi-step research that ends in a finished deliverable. help.openai.com Guide ChatGPT Work and Codex OpenAI Help Center In 2 answers
  4. Google's own note on the rename: the same product, notebooks synced with the Gemini app, and code that runs over your sources... blog.google Article NotebookLM is now Gemini Notebook Google In 2 answers
  5. HeyGen's own write-up of cloning your voice so it fits the scene a digital twin is placed in, with listening samples. heygen.com Article HeyGen Voice: Scene-Aware Voice Cloning for Talking Videos HeyGen Research In 2 answers
  6. The maker's launch post: describe a screen, get a clickable prototype on your brand, then hand it to Claude Code or Canva. anthropic.com Article Introducing Claude Design by Anthropic Labs Anthropic In 2 answers
  7. Google's own guide to Build mode: describe an app, get a web or native Android app, deploy to Cloud Run or sync to GitHub. ai.google.dev Guide Build apps in Google AI Studio Google In 2 answers
  8. Google's own report of how often your pages appear in AI Overviews and AI Mode, by page, country and date. Free, and open to... developers.google.com Article Introducing Search Generative AI performance reports in Search Console Google Search Central In 2 answers
  9. Google's own post on AI Max leaving beta and legacy Search features upgrading to it, updated June 2026 with the revised timeline. blog.google Article We're upgrading Dynamic Search Ads to AI Max Google (Brandon Ervin) In 2 answers
  10. OpenAI's own post: $1 billion run rate, self-serve Ads Manager opening across India, Europe, the Middle East and North Africa,... openai.com Article A milestone in expanding access to AI OpenAI In 2 answers
  11. ChatGPT ads arriving in India on the Free and Go tiers, with a ₹725 daily minimum for self-serve campaigns. techcrunch.com Article OpenAI to start showing ads on ChatGPT's free and Go tiers in India TechCrunch (Ivan Mehta) In 2 answers
  12. The 27 Oct rebuild for analysts and AI agents together: ask from Claude, Codex or Cursor, then trace any number back to the... hex.tech Article Introducing Hex 4.0 Hex In 2 answers
  13. Anthropic's data team on automating its own business questions with Claude: why accuracy is a context and definitions problem,... claude.com Article How Anthropic enables self-service data analytics with Claude Anthropic In 2 answers
  14. Clay's launch post for free, community-built GTM skills (list building, account scoring, signals) that run in Claude Code,... clay.com Article The Clay Skills Marketplace Is Open Clay In 2 answers
  15. Why LinkedIn restricted Artisan (its name on the site, scraped data from vendors) and what that means for anyone buying an AI SDR. techcrunch.com Article Yes, LinkedIn banned AI agent startup Artisan, but now it's back TechCrunch In 2 answers
  16. Gong Enrich searches the data providers you choose in your order, with partners including Apollo, Findymail, Lusha and ZoomInfo. gong.io Article Gong announces Mission Callisto, unveils sales enrichment layer for Revenue teams Gong In 2 answers
  17. SOLO's two AI teammates, one of which replies to WhatsApp enquiries and follows up leads, for Indian small businesses. mediabrief.com Article Jio Haptik launches SOLO AI Platform for Small Businesses MediaBrief In 2 answers
  18. Attio's launch of an SQL engine and data connectors so agents can query the whole CRM, with weighted pipeline forecasts as a... attio.com Article Introducing the architecture for agentic revenue Attio In 2 answers
  19. Reports LinkedIn's July 2026 changes in its product chief's own words: a member flag for AI slop, new feed classifiers and a... cybernews.com Article "Seems like AI slop" button introduced on LinkedIn Cybernews In 2 answers
  20. How to open Meta AI from the Chats tab, forward a message to it and where it is not yet available. faq.whatsapp.com Guide How to chat with Meta AI WhatsApp Help Center In 2 answers
  21. What the $8 Go plan adds over Free, that it may show ads, and that its Think option runs a lighter model than Plus. help.openai.com Guide What is ChatGPT Go? OpenAI Help Center In 2 answers
  22. What ChatGPT remembers, where to review and correct it, and how to delete a memory rather than only the chat it came from. help.openai.com Guide Memory in ChatGPT OpenAI Help Center In 2 answers
  23. How Gemini's memory works, who can use it, how to turn it off and how to correct what it has learned. support.google.com Guide Get personalization with memory of your past Gemini chats Google (Gemini Apps Help) In 2 answers
  24. OpenAI's own page on turning study mode on by web, iOS and Android, what to put in your first message, and example prompts. help.openai.com Guide Using study mode in ChatGPT OpenAI Help Center In 2 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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