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 360 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. The clearest judgment guide on when leaning on AI for decisions helps and when it quietly hurts, essential calibration before... oneusefulthing.org Article 15 Times to Use AI, and 5 Not To Ethan Mollick (One Useful Thing) In 2 answers
  2. Video "Dumbest idea I've heard" to $100M ARR: Inside the rise of Gamma | Grant Lee Lenny's Podcast In 2 answers
  3. The vulnerability stats behind the anecdotes. web.archive.org Article Vibe coding security risks: why 53% of AI code has security holes Autonoma In 2 answers
  4. Primary source on the consistency features that make Runway usable for real brand work. runway.com Article Runway Gen-4: AI video generation with world consistency Runway In 2 answers
  5. The strongest counter-argument: her data shows AI ads underperforming real creators. runneth.com Article Savannah Sanchez, The Social Savannah (Motion expert profile) Motion In 2 answers
  6. An agent that reads your live app's logs, finds the cause of a failure, tests a fix and tells you what changed. blog.replit.com Article Replit Monitoring Agent: Your very own software engineering team Replit In 2 answers
  7. Lovable's growth tools, which write a growth plan and carry it out across Google Search, YouTube, Maps, Ads, Facebook and... lovable.dev Article From building your app to growing it: Lovable now helps you find customers Lovable In 2 answers
  8. OpenAI's docs for the managed route: it runs sessions, orchestration, context compaction and a sandbox while you supply the tools. developers.openai.com Guide Agents API overview OpenAI In 2 answers
  9. OpenAI's endpoint for probability, choice and score answers on GPT-6 Luna, about 10x faster than the Responses API, for routing... developers.openai.com Guide Decisions API guide OpenAI In 2 answers
  10. 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
  11. 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
  12. What Suno v6 is, the licensed Warner and BMG recordings behind it, and what each plan allows. musicradar.com Article Suno has rebuilt its AI music models from scratch with licensed music MusicRadar In 2 answers
  13. The suit against Suno v6, which matters before you put an AI track in a paid ad. musicradar.com Article “Suno’s v6 is not a fresh start; it is the fruit of the same poisoned tree”: Universal and Sony sue AI firm over continued copyright infringement in its new model MusicRadar In 2 answers
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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
  19. 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
  20. 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
  21. Google's note that each cell Gemini fills from the web now shows its source, so you can check the values before using them. workspaceupdates.googleblog.com Article Fill with Gemini now provides cell-level citations for web sources and supports larger requests Google Workspace Updates In 2 answers
  22. 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
  23. 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
  24. 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

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 20 Databases & Internal Tools 11 AI Agents 15 Design & Prototyping 14 AI in Your Product 15

Research & Knowledge

Search & Research 16 Market Research 13 Data Analysis 13

Marketing & Growth

Content Creation 14 Video, Image & Audio 27 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 5 Workflows & Automation 3

Strategy & The AI-Native Founder

Fundraising 6 Prompting 4 Building Your AI Stack 5 AI as a Thinking Partner 5

Everyday AI

Choosing Your AI Assistant 15 Learning with AI 8 Working with AI Agents 8 Using AI Safely 9 AI in Indian Languages 8 Quick Fixes for Files, Photos and Video 26 AI for Your Line of Work 12
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