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. John Mueller's blunt verdict that no AI service actually fetches the file. searchenginejournal.com Article Google Says LLMs.txt Comparable To Keywords Meta Tag Search Engine Journal
  2. The strongest counter-argument, so you hear both sides of the llms.txt debate in ten minutes. searchengineland.com Article No, llms.txt is not the 'new meta keywords' Search Engine Land
  3. Google's own announcement of AI Mode, the clearest signal of where Search is going. blog.google Article AI Mode in Google Search: Updates from Google I/O 2025 Google
  4. Google's argument that AI features send higher-quality clicks, worth reading critically. blog.google Article How AI Mode and AI Overviews help you explore the web Google
  5. A practitioner's translation of Google's guidance into an eight-point to-do list. searchengineland.com Article Google shares 8 ways to be successful with AI Search experiences Search Engine Land
  6. Separates what Google says from what the data shows, in plain marketing language. wordstream.com Guide Google's AI Search Guidelines: What You Really Need to Know WordStream
  7. A sharp close-read of Google's guide that kills several persistent AEO myths. demandsphere.com Article Google's AI optimization guide: AI search is still search DemandSphere
  8. India's tech-policy outlet on what the CTR collapse means for publishers and startups in India. medianama.com Article Google AI Overviews Reduce Clicks By 58%, Study Finds MediaNama
  9. Shows which query types trigger Overviews, so you know which pages are exposed. semrush.com Article Semrush AI Overviews Study: What SEO Data Tells Us About Google's Search Shift Semrush
  10. Follows the lost clicks to where demand actually went, which is the strategic question. tryanalyze.ai Article AI Overviews Reduce Clicks by Up to 58% (And Where Those Searches Actually Go Now) Analyze AI
  11. A meta-review of twelve CTR studies so you are not anchored on one dataset. ideava.com Article Google AI Overviews Are Crushing CTRs: What 12 Studies Reveal IDEAVA
  12. Turns the AI Mode shift into a concrete content plan: what to write, what to stop writing. digitalapplied.com Guide Content Strategy for AI Overviews: Post-I/O Guide Digital Applied
  13. The early warning report that framed the whole CTR conversation. searchengineland.com Article New data: Google AI Overviews are hurting click-through rates Search Engine Land
  14. Tracks Google's own responses and product changes after the CTR backlash. seo-kreativ.de Article AI Overviews Traffic: 58% CTR Drop and Google's Response SEO Kreativ
  15. A trusted analytics teacher's 15-minute custom channel group setup, screenshots included. orbitmedia.com Guide How to Track AI Referral Traffic (and Leads) in GA4 Orbit Media (Andy Crestodina)
  16. Includes the exact regex covering every major AI referrer, ready to paste. swydo.com Guide The Agency Guide to Tracking AI Traffic in GA4: Setup, Regex Patterns, and More Swydo
  17. Combines setup instructions with benchmark conversion data in one read. asklantern.com Article AI referral traffic: sources, conversion rates & GA4 tracking Lantern
  18. Covers the dark-AI-traffic problem: 35-70% of AI sessions arrive without referrers. authoritytech.io Guide How to Track AI Search Traffic in GA4: Full Setup Guide Authority Tech
  19. The 94-site ecommerce study that gives you a defensible conversion benchmark. searchengineland.com Article ChatGPT ecommerce traffic converts 31% higher than non-branded organic search Search Engine Land
  20. The peer-reviewed counterpoint showing lower ecommerce conversion, keeping your expectations honest. pubsonline.informs.org Article ChatGPT Referrals to E-Commerce Websites: How Do LLMs Compare Against Traditional Channels? Marketing Science (Kaiser & Schulze)
  21. Explains the mechanism: AI pre-qualifies buyers before they ever reach your site. pixis.ai Article Why AI Search Traffic Converts at 4-5x: What the Data Actually Shows Pixis
  22. A real single-site case study with the messy details dashboards hide. seerinteractive.com Article Case Study: 6 Learnings About How Traffic from ChatGPT Converts Seer Interactive
  23. Reframes your KPI stack for the AI era: share of voice and pipeline over sessions. growthunhinged.com Article Traffic is no longer a reliable growth metric Kyle Poyar (Growth Unhinged)
  24. Adds conversion-event tracking on top of the channel group so you measure leads, not visits. abmatic.ai Guide Track AI Referral Traffic in GA4: Setup and Conversion Abmatic

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
eChai Partner Brands The partnership →