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. Covers the 2025 shifts: jurisdiction clauses, digital signatures, investor expectations. swisspreneur.org Guide Co-Founders Agreement Guide: Essential Steps for 2025 Startups Swisspreneur
  2. CLM-company guide with the due-diligence lens: what investors look for in your founder docs. hyperstart.com Guide Founders Agreement: Complete Guide for Startups HyperStart
  3. Global-guide framing with India-aware clause suggestions. solvlegal.com Guide Starting a Company with Co-Founders: Essential Clauses Every Founder Must Include SolvLegal
  4. The India-specific vesting mechanics generic US templates get wrong. treelife.in Guide Founder Vesting in India: What Startup Founders Must Know Treelife
  5. A top-tier startup law firm's current word on vesting design. orrick.com Article Equity Vesting for Startups: What founders and employees need to know Orrick
  6. Quick written companion to the video for sharing with a co-founder. cakeequity.com Article What is founder equity and founder vesting? Cliff Notes Cake Equity
  7. How vesting, cliffs, and acceleration fit together in one readable piece. rho.co Guide Vesting 101: Structuring equity for founders and employees Rho
  8. The pre-funding scenario: equity deals with early helpers, done properly. fi.co Guide Startup Equity and Vesting: How to Compensate Team Members Without Money Founder Institute
  9. Frameworks for the hardest conversation, including tie-breaker governance. maccelerator.la Guide Ultimate Guide to Co-Founder Equity Splits M Accelerator
  10. The investor-diligence case for assignments: deals die when the company doesn't own its IP. sandbergphoenix.com Article Why IP Assignment Agreements Are Essential for Startup Founders Sandberg Phoenix
  11. A top law firm's free explainer on the default ownership rules that surprise founders. launch.wilmerhale.com Guide Who owns your IP WilmerHale Launch
  12. Founder-voiced, code-specific guide to locking down IP from day one. blog.mean.ceo Guide IP Assignment: Why Your Company Must Own the Code MEAN CEO
  13. What a proper assignment must actually contain, clause by clause. gls-startuplaw.com Guide Intellectual Property Assignment Agreement: Securing Your Startup's Most Valuable Assets GLS Startup Law
  14. The pre-incorporation trap: work you did before forming the company is yours, not the company's, until assigned. crowleylawllc.com Article Founder IP Assignment: Own Your Startup's Work (Pre-Incorporation) Crowley Law
  15. Covers the departed-co-founder-holds-IP-hostage scenario in plain terms. startupcouncil.org Article Who Owns What? Invention IP Assignment for Startups Startup Council
  16. Four memorable rules covering assignments, trademarks, and trade secrets together. lexology.com Article 4 Rules for Startup Founders About Intellectual Property Protection Lexology
  17. Current filing fees, class selection, and why descriptive AI names get rejected. starguardlaw.com Guide Trademark Registration for AI Startups: A Practical Guide StarGuard Law
  18. Timing advice: file before your seed round closes, not after the rebrand. techandmedialaw.com Article AI Startup Trademark: Protecting Software Brands Early Tech and Media Law
  19. Can you trademark an AI-generated logo? The current answer, from a boutique IP firm. indielaw.com Article USPTO Trademarks 2025: AI-Generated Logos and Brand Names Indie Law
  20. The written primer to keep beside the videos. pixellaw.com Guide Trademarks 101: What Entrepreneurs Should Know Pixel Law
  21. Honest comparison of the generator field including free tiers. startupresources.io Guide The 6 Best Terms and Conditions Generators Startup Resources
  22. Covers regional modules (GDPR, PIPEDA, Australian Privacy Act) for startups selling globally. legalgenerators.com Guide The Best Privacy Policy Generators Legal Generators
  23. Big-four decoding of India's data law and the phased 2027 deadlines. ey.com Guide DPDP Act 2023 and DPDP Rules 2025: Compliance Guide EY India
  24. Kept current through the November 2025 rules notification, with consent-management specifics. cookieyes.com Guide India Digital Personal Data Protection Act (DPDPA): Updated Guide CookieYes

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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