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 full landscape of AI feedback analysis with accuracy expectations set right. zonkafeedback.com Article AI Customer Feedback Analysis: The Key to Unlock Customer Sentiments Zonka Feedback
  2. Video Analyzing Online Reviews with ChatGPT Jeff Toister
  3. Video Analysing Customer Reviews Using ChatGPT Bear Liu
  4. Video Analyzing Customer Reviews with Helium 10 and ChatGPT (417k reviews) Marketplace Valet
  5. Video How to Analyze Survey Responses with a Knowledge Graph AI Tool Nodus Labs
  6. Where the category is heading: always-on AI over interviews, tickets, and calls. dovetail.com Article Dovetail launches AI-first customer intelligence platform Dovetail
  7. The graduate-level tool once feedback volume outgrows copy-paste. dovetail.com Tool Dovetail AI Analysis Dovetail
  8. A competitor's surprisingly fair review, good for calibrated expectations. looppanel.com Article Dovetail AI Review: Is It Worth The Hype? Looppanel
  9. The method behind good AI theming, so you can direct the tool instead of accepting defaults. insight7.io Guide How to Apply Thematic Analysis to Open-Ended Survey Responses Insight7
  10. A current step-by-step you can follow with any LLM. blix.ai Guide Thematic Analysis of Open-Ended Survey Questions: A Step-by-Step Guide Blix
  11. Tackles the real risk of AI summarization: averaging away your most important outliers. qualz.ai Article How to Analyze Open-Ended Survey Responses at Scale Without Losing the Nuance Qualz.ai
  12. A 15-minute workflow from thousands of raw reviews to formatted analysis. resources.opencraftai.com Article How to Analyze Customer Reviews with ChatGPT OpenCraft AI
  13. Covers combining review, survey, and support data into one AI pass. ravecapture.com Article How to Analyze Customer Feedback with AI RaveCapture
  14. Video Use ChatGPT to Analyze Customer Feedback Content Sparks
  15. When to trust AI theming and when a human needs to review the codebook. getthematic.com Article Analyze Open-Ended Survey Responses with AI Thematic
  16. The academic gold standard, useful for making your AI-assisted analysis defensible. atlasti.com Guide Thematic Analysis in Surveys: Guide & Examples ATLAS.ti
  17. YC's canonical answer to which numbers matter and how to use them in decisions. ycombinator.com Guide Key Startup Metrics (YC Startup Library) Y Combinator (Tom Blomfield)
  18. Video B2B Startup Metrics (Startup School) Y Combinator
  19. Video Consumer Startup Metrics (Startup School) Y Combinator
  20. Video Adora Cheung: How to Set KPIs and Goals Y Combinator
  21. The short written version to revisit each planning cycle. ycombinator.com Guide How to choose a metric and set your KPI Y Combinator
  22. Fresh retention benchmarks including the AI-era 'smiling curve' phenomenon. a16z.com Article Retention Is All You Need Andreessen Horowitz
  23. Still the best cohort-analysis explainer written for first-time SaaS founders. medium.com Guide The P9 Guide to Cohort Analysis in SaaS Christoph Janz (Point Nine)
  24. Shows AI building your cohort table when spreadsheets intimidate you. saas.wtf Article SaaS Cohort Analysis using AI SaaS.wtf

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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