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. A free workflow that finds competitors and files structured profiles into Notion automatically. n8n.io Tool Automate competitor research with Exa.ai, Notion and AI agents (n8n template) n8n community
  2. Set-and-forget monitoring so pricing page changes come to you instead of you checking weekly. n8n.io Tool Monitor competitors' websites for changes with OpenAI and Firecrawl (n8n template) n8n community
  3. Purpose-built for the hardest part: keeping competitor pricing data actually current. n8n.io Tool Automated competitor pricing monitor with Bright Data MCP & OpenAI (n8n template) n8n community
  4. Combines scraping, RSS, and an LLM into a continuous competitor intelligence feed. n8n.io Tool AI-driven competitor & market intelligence with GPT-4 & Apify (n8n template) n8n community
  5. A structured course if you want to go deep on AI-driven market intelligence rather than piece it together. udemy.com Course ChatGPT Competitive Analysis: Master AI Market Intelligence Udemy
  6. Video The RIGHT Way to Calculate your Market Size (TAM/SAM/SOM) YouTube creator (startup finance)
  7. Video How to Size Your Market (TAM SAM SOM) the RIGHT WAY YouTube creator (startup funding)
  8. Video Why Everyone Gets TAM Market Sizing WRONG: Explained by a VC VC (YouTube)
  9. Video How to Size Your Addressable Market (TAM, SAM, SOM, top-down vs. bottom-up) YouTube creator (startup education)
  10. Video How To Size Your Market (TAM, SAM, SOM Explained Simply) YouTube creator (startup education)
  11. Video Must watch before you start up | TAM SAM SOM | Market size calculation YouTube creator (startup education)
  12. Carta's benchmark-backed definitions, including why bottom-up SOM closes rounds faster. carta.com Guide Market Size: What is TAM, SAM, & SOM? Carta
  13. Current investor expectations, including the Carta data on presenting both sizing directions. waveup.com Guide TAM, SAM, SOM: How to calculate market size Waveup
  14. The clearest written treatment of when each method is credible and how to combine them. waveup.com Guide Market Sizing for Startups: Top-down vs Bottom-up Waveup
  15. Investor-side confirmation that bottom-up is what actually matters, with the formulas to build it. qubit.capital Guide Bottom-Up Market Sizing for Startups: Precise TAM Calculation Guide Qubit Capital
  16. Simple reachable-customers-times-revenue logic you can hand to an AI to compute and sanity-check. visible.vc Article Bottom-Up Market Sizing: What It Is and How to Do It Visible.vc
  17. A seed fund explaining exactly what it wants to see on the market slide. forumvc.com Article Market Sizing for Startups: TAM, SAM, SOM Explained Forum Ventures
  18. Reverse-engineers the evaluator's checklist so your AI-assisted numbers answer the real questions. goingvc.com Article How Investors Use TAM, SAM, SOM to Evaluate Startups GoingVC
  19. A practical sizing guide from an Indian product studio, useful for India-market examples. f22labs.com Guide TAM, SAM & SOM: How To Calculate the Market Size? F22 Labs (India)
  20. The evergreen reference with formulas and examples to ground your AI prompt. blog.hubspot.com Guide TAM, SAM & SOM: What Do They Mean & How Do You Calculate Them? HubSpot
  21. A free AI calculator to generate a first-draft TAM/SAM/SOM you then verify. founderpal.ai Tool AI Market Size Calculator (free, no email) FounderPal
  22. Structured inputs stop you from letting the AI invent the assumptions. pmtoolkit.ai Tool Free TAM SAM SOM Calculator: Investor-Ready Market Sizing in 10 Minutes PM Toolkit
  23. A pitch-deck consultancy's view on presenting the numbers investors will not roll their eyes at. spectup.com Guide TAM, SAM, SOM: The Founder's Guide To Market Sizing Spectup
  24. Benchmarks to sanity-check whether the number your AI produced is even plausible for your industry. worthbuild.io Article What Is a Good TAM for a Startup? Benchmarks by Industry WorthBuild

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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