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. Video How CFOs Are Cleaning Messy Excel Data with AI: 3 Methods, Zero Manual Work Christian Martinez (AI for Finance)
  2. Video AI in Spreadsheets: How to Clean Data, Translate, Classify at Scale The GRAPH Courses
  3. Video Julius AI: From Messy Data To Clean Report NeuralNine
  4. Video Watch me CLEANING DATA with SQL & AI in minutes Jess Ramos
  5. Video STOP Cleaning Data Manually: Build a Free AI Data Cleaner Excel For Freelancers
  6. Video Clean Messy Spreadsheets with AI in 60 Seconds (CSV & Excel) DataClean
  7. Video Are AI Analysts Replacing Data Analysts? The Truth Atlan
  8. Video AI is Taking Over the Data Analyst Job Market... Now What? Kedeisha Bryan
  9. Video Will AI Replace Data Analysts? Christine Jiang
  10. Video Will AI Replace Data Jobs? (Data Engineers & Data Analysts) Data with Baraa
  11. Video Will AI Replace Data Scientists in 2025? Natassha Selvaraj
  12. Video Will AI Replace Data Analysts in the Next 10 Years? Matt Mike
  13. Video Will AI Replace Data Analysts in 2025? The TRUTH About Your Career Learning With Gaurav
  14. Video How to Use ChatGPT 5 to Build INSANE Financial Models Nicolas Boucher
  15. Video Claude vs ChatGPT for Financial Modeling GAI Insights
  16. Video Claude in Excel: The 5-Minute Setup Run the Numbers with CJ Gustafson
  17. Video Master Claude for Excel in Just 10 Minutes Kenji Explains
  18. Video I Watched Dan Koe Break Down His AI Workflow Greg Isenberg
  19. Video AI Content Creation Tips from a Top Creator ft. Sabrina Ramonov AI Rabbit Holes
  20. Video Content Distribution in the Age of AI Ross Simmonds (Foundation)
  21. Video 10x Your Marketing With These AI Workflows Kieran Flanagan (HubSpot)
  22. Video The Ultimate Guide to Brand Voice on Jasper AI Jasper community
  23. Video Nicolas Cole on Writing With AI & Limiting Beliefs of Writers Future of Learning & Work Podcast
  24. Video Greg Isenberg on AI Tools That Will Replace You (or Make You Rich) Greg Isenberg

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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