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. Real human panels with AI synthesis, highlight reels, and fraud detection on top. usertesting.com Tool UserTesting AI: AI-powered UX platform UserTesting
  2. Mobile-specific prototype testing tactics, useful for app founders. usertesting.com Article How to get rapid user feedback on your mobile app prototype UserTesting
  3. The leading tool for AI-simulated interviews; try it knowing its limits. syntheticusers.com Tool Synthetic Users Synthetic Users
  4. Peer-reviewed-grade caution on what simulated users systematically miss. interactions.acm.org Article The challenges of synthetic users in UX research ACM Interactions
  5. Quantitative comparisons of synthetic versus human responses across studies. measuringu.com Article A review of experiments with synthetic users MeasuringU (Jeff Sauro)
  6. A balanced practitioner summary if you only read one pros-and-cons piece. medium.com Article AI synthetic users for UX testing: pros and cons guide Hashbyt
  7. Head-to-head of the three main AI research platforms, including message testing. genesysgrowth.com Article UserTesting AI vs Maze AI vs Wynter: a complete guide Genesys Growth
  8. A current tool landscape so you pick by need, not brand recall. uxarmy.com Article Top AI tools for usability testing UXArmy
  9. A researcher's hands-on trial of synthetic interviews with honest results. carolinaguimaraeslima.medium.com Article Synthetic users: the next revolution in UX research? Carolina Guimarães
  10. The evergreen craft of prototype testing: watch, don't instruct. ixdf.org Article Test your prototypes: how to gather feedback and maximize learning Interaction Design Foundation
  11. A free field guide for running interviews that produce decisions, not just notes. userinterviews.com Guide User interviews for UX research: what, why and how User Interviews
  12. 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
  13. Context on the fastest-growing mobile AI builder and where it is headed. prnewswire.com Article Rork raises $15M to power the next generation of App Store entrepreneurs Rork (PR Newswire)
  14. The top vibe-coding channel on YouTube, heavy on mobile app builds. youtube.com Video Riley Brown's vibe coding playlist Riley Brown
  15. Weekly practical lessons from the founder of a mobile vibe-coding company. newsletter.vibecodeapp.com Guide Learn to Vibe Code newsletter Riley Brown (VibeCode)
  16. Video How to actually build mobile apps with AI: a complete beginner's tutorial YouTube educator
  17. Video Lovable AI: how to build an app and upload to the App Store YouTube educator
  18. Google's account of the redesigned Stitch: an infinite canvas, screens linked into a playable flow, and DESIGN.md for design... blog.google Article Introducing “vibe design” with Stitch Google (Rustin Banks, Google Labs)
  19. Free, Gemini-powered mobile and web UI generation with code export. stitch.withgoogle.com Tool Stitch: design with AI Google Labs
  20. A critical review so you know Stitch's ceiling before relying on it. index.dev Article Google Stitch review: AI UI design tool features, pros and cons Index.dev
  21. Generates multi-screen mobile mockups from a prompt, editable by drag and drop. uizard.io Tool Uizard Autodesigner Uizard
  22. Video Uizard Autodesigner full walkthrough Uizard
  23. Video Uizard Screenshot: design an app using a screenshot Uizard
  24. Prompt-to-app inside Figma, strongest when design fidelity matters. figma.com Tool Figma's free AI app builder Figma

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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