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. The most practical how-to for running the four-question price sensitivity survey. opinionx.co Guide Van Westendorp for Pricing Research (Survey Guide) OpinionX
  2. OpenAI priced ChatGPT Plus with a Google Form and Van Westendorp, the perfect founder anecdote. strategence-us.com Article AI's Most Human Move: How ChatGPT Used Van Westendorp Pricing to Set Its $20 Plan Strategence
  3. Clear explanation of reading the four intersecting price curves. mainbrainresearch.com Article Van Westendorp Pricing Model: How to Find the Perfect Price MainBrain Research
  4. A researcher's honest take on the method's assumptions and failure modes. fullstackresearcher.substack.com Article The Van Westendorp Method for Optimal Product Pricing Full Stack Researcher
  5. When to graduate from Van Westendorp to conjoint analysis as stakes rise. getmonetizely.com Article Pricing Model Research: Using Van Westendorp & Conjoint Analysis to Set Price Points Monetizely
  6. A billing-infrastructure company's practical framing for SaaS founders. getlago.com Article What Is The Van Westendorp Pricing Model And How Does It Work? Lago
  7. Step-by-step execution detail including sample sizes that make results meaningful. quali-fi.com Guide Van Westendorp Pricing Model: Step-by-Step Guide Quali-Fi
  8. How to turn one-off pricing research into a repeatable internal capability. akashbajwa.co Article Developing a Pricing Engine for SaaS Products Akash Bajwa
  9. The widest current comparison of AI survey builders and analyzers. zonkafeedback.com Article 15 Best AI Survey Tools (Reviewed & Compared) Zonka Feedback
  10. In-depth reviews including respondent-panel access for founders without an audience. pollfish.com Article 8 Best AI Survey Tools (In-Depth Look) Pollfish
  11. Covers the create-analyze-act loop rather than just tool names. survicate.com Article Best AI Survey Tools to Create, Analyze, Act on Feedback Survicate
  12. Feature and pricing comparison for budget-conscious founders. qualaroo.com Article 10 Best AI Survey Tools: Features and Pricing Qualaroo
  13. Maps the full feedback stack from collection to AI synthesis. blog.buildbetter.ai Article 25 Best User Feedback Tools: AI-Powered Platforms BuildBetter
  14. Ranks platforms by insight-per-response, the metric that actually matters. getperspective.ai Article AI Market Research Platforms: 10 Tools Ranked by Research Depth Perspective AI
  15. A neutral comparison of the two leading AI-moderated research platforms. cleverx.com Article Outset.ai vs Listen Labs: AI interview platforms compared CleverX
  16. Focused specifically on AI-moderated depth interviews at survey scale. askyazi.com Article Best AI Moderated Interview (IDI) Tools in 2025 Yazi
  17. Bridges survey tools and research platforms so you see the whole option space. conveo.ai Article 15 Best AI Tools for UX Research Conveo
  18. Explains the recruitment-versus-moderation trade-off before you commit to a platform. listenlabs.ai Article Outset AI vs User Interviews: Enterprise Guide Listen Labs
  19. A free kit with CLEAR-framework prompts for survey design and analysis. offers.hubspot.com Guide AI Market Research Assistant + Guide: 12 Prompts for Smarter Insights HubSpot
  20. Concrete before-and-after of AI-assisted feedback analysis on real data volumes. looppanel.com Article AI Customer Feedback Analysis: 10X Faster Insights for Growth Looppanel
  21. Explains why hallucinations happen so you can predict where your research is weakest. intuitionlabs.ai Article AI Hallucinations in Business: Causes and Prevention IntuitionLabs
  22. Current hallucination rates by model, exactly what you need to calibrate trust. suprmind.ai Article Which AI Hallucinates the Least? (Statistics & Research Report) Suprmind
  23. Research-specific failure modes, including citation fabrication patterns. inra.ai Article AI Hallucinations in Research: Causes, Risks & Prevention INRA.AI
  24. If Big Four consultancies ship hallucinated reports, your unverified deck can too. koreadeep.com Article AI Hallucinations Hit Deloitte, EY, and a Top Law Firm. Here's the Real Lesson. KoreaDeep

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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