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 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. An off-the-shelf survey instrument if you want the rigorous version pre-built. qualtrics.com Tool Pricing Study (Van Westendorp Model) Solution Qualtrics
  9. How to turn one-off pricing research into a repeatable internal capability. akashbajwa.co Article Developing a Pricing Engine for SaaS Products Akash Bajwa
  10. Video AI Tools for Customer Feedback Analysis | Exclusive Lesson Generative AI for Modern Leaders (YouTube)
  11. Video Build This Product Feedback AI Analyst In Just 10 Minutes | FULL TUTORIAL YouTube creator (AI automation)
  12. Video AI Survey Analysis: Analyze Your Data in Seconds SurveyMonkey
  13. Ongoing practitioner interviews on AI-moderated research and democratized survey tools. podcasts.apple.com Podcast Happy Market Research Podcast Jamin Brazil
  14. A current podcast tracking how AI is changing survey methodology. podcasts.apple.com Podcast Real Research: The Market Research Podcast Real Research
  15. The widest current comparison of AI survey builders and analyzers. zonkafeedback.com Article 15 Best AI Survey Tools (Reviewed & Compared) Zonka Feedback
  16. In-depth reviews including respondent-panel access for founders without an audience. pollfish.com Article 8 Best AI Survey Tools (In-Depth Look) Pollfish
  17. 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
  18. Feature and pricing comparison for budget-conscious founders. qualaroo.com Article 10 Best AI Survey Tools: Features and Pricing Qualaroo
  19. Conversational AI surveys that probe answers in real time instead of collecting static ratings. theysaid.io Tool TheySaid: AI User Testing, Surveys & Interviews Platform TheySaid
  20. Maps the full feedback stack from collection to AI synthesis. blog.buildbetter.ai Article 25 Best User Feedback Tools: AI-Powered Platforms BuildBetter
  21. 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
  22. A neutral comparison of the two leading AI-moderated research platforms. cleverx.com Article Outset.ai vs Listen Labs: AI interview platforms compared CleverX
  23. Focused specifically on AI-moderated depth interviews at survey scale. askyazi.com Article Best AI Moderated Interview (IDI) Tools in 2025 Yazi
  24. Bridges survey tools and research platforms so you see the whole option space. conveo.ai Article 15 Best AI Tools for UX Research Conveo

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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