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 strongest AI-assisted builder when the page's design polish is the point. framer.com Tool Framer landing pages Framer
  2. The component foundation most AI tools speak natively; theming it is the cheapest path to a distinct look. ui.shadcn.com Tool shadcn/ui shadcn
  3. The fastest way to get task-based usability data on a clickable prototype. maze.co Tool Maze prototype testing Maze
  4. Real human panels with AI synthesis, highlight reels, and fraud detection on top. usertesting.com Tool UserTesting AI: AI-powered UX platform UserTesting
  5. The leading tool for AI-simulated interviews; try it knowing its limits. syntheticusers.com Tool Synthetic Users Synthetic Users
  6. Prompt to real React Native app, submittable to the App Store and Google Play. rork.com Tool Rork: create mobile apps using AI in minutes Rork
  7. Free, Gemini-powered mobile and web UI generation with code export. stitch.withgoogle.com Tool Stitch: design with AI Google Labs
  8. Generates multi-screen mobile mockups from a prompt, editable by drag and drop. uizard.io Tool Uizard Autodesigner Uizard
  9. Prompt-to-app inside Figma, strongest when design fidelity matters. figma.com Tool Figma's free AI app builder Figma
  10. Another prompt-to-iOS-and-Android option worth benchmarking against Rork. manus.im Tool Manus AI no-code mobile app builder Manus
  11. Studio-quality product shots from a phone photo, trusted by 80M+ users. photoroom.com Tool Photoroom: AI photo editor and listing studio Photoroom
  12. Drag-and-drop lifestyle scenes around your product for ads and social. flair.ai Tool Flair.ai: AI product photo generator Flair
  13. The most complete logo-plus-brand-kit generator, with vector files and licensing handled. looka.com Tool Looka: logo design and brand identity for entrepreneurs Looka
  14. Free prompt-to-logo that flows straight into a brand kit you will actually use. canva.com Tool Canva free AI logo generator Canva
  15. The tool that gets you a real vector SVG, which printers and app stores need. recraft.ai Tool Recraft AI logo generator Recraft
  16. The most popular TypeScript toolkit for streaming AI features, with 25+ providers behind one API. github.com Tool Vercel AI SDK Vercel
  17. A production-ready open-source chatbot with auth and persistence; fork it instead of starting from zero. github.com Tool Vercel AI Chatbot template Vercel
  18. Practical recipes for attributing AI spend per user and per feature, which is how you find the leaks. docs.helicone.ai Tool Helicone cost tracking cookbook Helicone
  19. Live price, speed, and latency comparison across 500+ endpoints; check before you commit spend. artificialanalysis.ai Tool LLM API Providers Leaderboard Artificial Analysis
  20. The independent standard for comparing intelligence, speed, and price on one chart. artificialanalysis.ai Tool LLM Leaderboard: Comparison of over 100 AI models Artificial Analysis
  21. Continuously updated rankings pulled straight from provider APIs; good second opinion. llm-stats.com Tool LLM Stats: Compare 300+ models by intelligence, speed, price LLM Stats
  22. Product-builder-oriented leaderboard that maps benchmark scores to practical use cases. vellum.ai Tool Vellum LLM Leaderboard Vellum
  23. Fastest way to sanity-check what any model actually costs before you wire it in. pricepertoken.com Tool Price Per Token leaderboards Price Per Token
  24. Open-source, config-file evals that run in CI; used by OpenAI and Anthropic themselves. github.com Tool Promptfoo Promptfoo

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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