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. The acquirer's own strategic rationale, in primary-source form. wix.com Article Wix press release: acquisition of Base44 Wix
  2. The deal economics, unit by unit. getlatka.com Article Base44 acquired for $80M on $3.5M revenue, a 22x multiple GetLatka
  3. The human cost of the solo AI-founder route, told honestly. calcalistech.com Article 'Yes, absolutely I felt lonely': Base44 founder on the solo path CTech (Calcalist)
  4. A tactical timeline you can benchmark your own build against. intro.co Article How Base44 got acquired in 500 days Intro
  5. Solo, no employees, AI-built products: the revenue proof. levels.io Article I hit a new $420,000/mo revenue record Pieter Levels
  6. Revenue milestones with headcount: 45 people at $100M ARR. getlatka.com Article How Lovable hit $100M revenue in 8 months GetLatka
  7. A concrete, copyable customer-acquisition playbook. x.com Thread How to grow your vibe-coded SaaS with creators + YouTube Greg Isenberg
  8. The updated numbers a year on, with playbook extraction. startupriders.com Article Lovable's growth playbook: 0 to $400M ARR in 14 months Startup Riders
  9. The launch post for the most complete prompt-to-App-Store path. blog.replit.com Article Mobile Apps on Replit: idea to App Store in minutes Replit
  10. The official how-to, including TestFlight submission. docs.replit.com Guide Building mobile apps (Replit docs) Replit
  11. What real users shipped, straight from the product team. blog.replit.com Article Building mobile apps on Replit: case study + inside look Replit
  12. The framework powering it explains the pipeline. expo.dev Article From idea to app with Replit and Expo Expo
  13. The sober market data before you bet on a niche tool. techcrunch.com Article Dedicated mobile apps for vibe coding have so far failed to gain traction TechCrunch
  14. A no-code educator's picks for non-technical founders. nocode.mba Article 4 best AI mobile app builders (iOS and Android) No Code MBA
  15. A second, more critical opinion on Rork's output quality. rapidevelopers.com Article Rork AI review: what it is and how it works RapidDev
  16. A concise third-party summary of the Replit mobile flow. newly.app Guide Replit Agent mobile app guide Newly
  17. A respected ML engineer teaches Git specifically for AI-first builders. jxnl.co Guide Version control for the vibe coder (part 1) Jason Liu
  18. Branching and recovery patterns for agent-heavy workflows. jxnl.co Guide Version control for the vibe coder (part 2) Jason Liu
  19. A non-engineer explains only the 20% of Git you need. deepakness.com Guide Git and GitHub for vibe coders Deepak Ness
  20. Commits, branches, and rollbacks in fifteen minutes. cuong.io Article A Git primer for vibe coding Cuong (Code Centre)
  21. The checkpoint-before-every-AI-run habit, drilled in. kdnuggets.com Guide Git for vibe coders KDnuggets
  22. Written for exactly the moment after your first lost afternoon. robertmarshall.dev Article Git for vibe coders: never lose your code again Rob Marshall
  23. Zero-jargon introduction if 'repository' still sounds scary. questera.ai Guide Version control for non-developers: Git basics Questera
  24. The common disasters and the one-line commands that undo them. medium.com Article Git for vibe coders: a beginner's survival guide Mark Chen

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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