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 India startup-law firm whose free guides cover almost every incorporation and compliance question. treelife.in Tool Treelife: Legal, Compliance and Finance for Indian Startups Treelife
  2. Budget benchmarks: $2,500-5,000 for formation docs, $15-20K first-year total, so you know when you're overpaying. blog.promise.legal Guide Cost of Legal Fees to Start a Company: A Complete Guide Promise Legal
  3. A startup lawyer's honest breakdown of what deserves lawyer money in year one. velawood.com Article Startup Cents: Planning For Your First Year Of Legal Fees Velawood
  4. The formation-stage mistakes (misclassification, missing IP assignment) that resurface at every fundraise. techcrunch.com Article Startup founders often make these legal mistakes TechCrunch
  5. The complete component checklist, born from studying why startups fail. failory.com Guide Founders' Agreement: 13 Components to Include Failory
  6. A real lawyer-drafted template to feed your AI instead of letting it invent one. promise.legal Tool Founder Agreement Template with Vesting Promise Legal
  7. How to think about equal vs contribution-weighted splits before emotions harden. promise.legal Guide Founder Equity Splits: Dividing Ownership Promise Legal
  8. Clause-by-clause explanation you can cross-check AI-generated drafts against. blog.promise.legal Article Founder Agreement Template: Equity Splits, Vesting, and IP Assignment Explained Promise Legal
  9. European founder community's take, strong on cross-border founder teams. swisspreneur.org Guide Founders Agreement Guide: Essential Steps for 2025 Success Swisspreneur
  10. Covers the 2025 shifts: jurisdiction clauses, digital signatures, investor expectations. swisspreneur.org Guide Co-Founders Agreement Guide: Essential Steps for 2025 Startups Swisspreneur
  11. 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
  12. Global-guide framing with India-aware clause suggestions. solvlegal.com Guide Starting a Company with Co-Founders: Essential Clauses Every Founder Must Include SolvLegal
  13. A structured calculator beats a gut-feel 50/50 you'll resent in year two. icanpitch.com Tool Co-founder Equity Split Calculator: Fair Division Framework ICanPitch
  14. The India-specific vesting mechanics generic US templates get wrong. treelife.in Guide Founder Vesting in India: What Startup Founders Must Know Treelife
  15. 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
  16. Video What is founder vesting and founder equity? Cake Equity
  17. Video What is startup vesting, and why does it matter? (Ep 75) Uncapped Notes
  18. Video Vesting Schedules Explained: How Startup Equity Works Startup equity educator (YouTube)
  19. Video Beginner's Guide to Startup Equity: Founder Stock Explained Startup legal educator (YouTube)
  20. 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
  21. How vesting, cliffs, and acceleration fit together in one readable piece. rho.co Guide Vesting 101: Structuring equity for founders and employees Rho
  22. 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
  23. Frameworks for the hardest conversation, including tie-breaker governance. maccelerator.la Guide Ultimate Guide to Co-Founder Equity Splits M Accelerator
  24. 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

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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