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. Grounded in user reports, including what agentic CRM updating still cannot do without babysitting. oliv.ai Article Gong vs Clari: AI agents, product enhancements and ROI from real users Oliv.ai
  2. A hands-on shootout that saves you weeks of demo calls with forecasting vendors. getmaxiq.com Article We tried 15 sales forecasting tools. Here's the truth MaxIQ
  3. Grounds you in the forecasting fundamentals AI tools automate, so you can sanity-check their output. baremetrics.com Guide A founder's guide to SaaS revenue forecasting Baremetrics
  4. The method to use before you have enough data for any AI to be useful. learn.marsdd.com Guide Bottom-up sales forecasting for pre-revenue startups MaRS Discovery District
  5. A free weighted-pipeline spreadsheet that is the honest baseline any AI forecast must beat. revopscoop.com Article The sales forecasting spreadsheet RevOps Co-op
  6. The strategic case for letting AI move your revenue decisions from monthly reviews to real time. hbr.org Article Companies are using AI to make faster decisions in sales and marketing Harvard Business Review
  7. Hands-on tested, regularly updated, and honest about free-tier limits. zapier.com Guide The 10 best AI meeting assistants Zapier
  8. A vendor writing the pricing comparison you would otherwise build in a spreadsheet. granola.ai Article Meeting note tool pricing: Granola vs Fireflies vs Fathom vs Otter Granola
  9. A broad tested ranking that covers the second tier of options too. meetingnotes.com Guide The 10 best AI note takers, tested and ranked Meetingnotes
  10. One builder's honest switching story with the tradeoffs that drove it. zackproser.com Article Best AI meeting notes: why I switched to Granola Zack Proser
  11. Maps notetaker features to the actual meetings a founder runs, including fundraising. zackproser.com Article Granola for startup founders: AI meeting notes for investor calls and team syncs Zack Proser
  12. Frames the choice around the one question that matters: does a bot in the room change what buyers say? get-alfred.ai Article Best AI meeting notetakers: 7 tested, bot-free picks Alfred
  13. White on where notetakers go next, useful for picking a tool you won't outgrow. avidlyagency.com Article The future of AI and communication with Richard White Avidly
  14. The ten-minute read version of the Fathom story if you skip the podcast. theaireport.ai Article Becoming the #1 AI notetaker (writeup) The AI Report
  15. A mainstream independent review to balance the startup-Twitter enthusiasm. techradar.com Article Attio CRM review TechRadar Pro
  16. Written by a competing CRM founder, which makes the praise and criticism unusually specific. breakcold.com Article Attio review: the new Salesforce? Breakcold
  17. Covers the data-model flexibility that makes Attio work for sales, investors, and hiring in one workspace. stacksync.com Article Attio CRM review: features, pros, cons, pricing Stacksync
  18. A sober category map that keeps you from over-buying at pre-seed. crm.org Guide Best CRM for startups: 8 picks for early-stage growth CRM.org
  19. Specifically scoped to the stage where you have 20 conversations and zero process. clarify.ai Article A guide to the 10 best pre-seed startup CRMs Clarify
  20. Email-sync quality is the hidden feature that decides whether your CRM stays updated. clarify.ai Article CRMs with email integration: top picks for founders Clarify
  21. A VC-advisory view on which CRMs survive the seed-to-Series-A transition. waveup.com Article 5 best CRMs for startups in 2025 Waveup
  22. Ranks on scaling pain, the thing you cannot see when you pick at pre-seed. authencio.com Article The 6 best CRMs for startups: which one scales with you? Authencio
  23. A direct three-way founder-lens comparison of the default vs the AI-native challengers. getsliq.com Article Best CRM for startup founders: HubSpot, Attio, Clarify compared Sliq
  24. Includes the Notion and Airtable route and is honest about when a spreadsheet is enough. boringbusinessnerd.com Article 10 best CRMs for startups Boring Business Nerd

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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