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. 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)
  2. 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
  3. Combines setup instructions with benchmark conversion data in one read. asklantern.com Article AI referral traffic: sources, conversion rates & GA4 tracking Lantern
  4. 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
  5. 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
  6. 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)
  7. 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
  8. 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
  9. 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)
  10. 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
  11. An independent consultant's concise version if you want the setup done in one sitting. nadiamohamed.me Guide Track AI Referral Traffic in GA4: Setup Guide Nadia Mohamed
  12. A founder publicly sharing his AI-referral numbers, the benchmark everyone quotes. x.com Thread ChatGPT now refers 10% of new Vercel signups Guillermo Rauch (Vercel)
  13. A quick alternative walkthrough including the no-setup filter method for a first look today. fatjoe.com Guide This Is How To Track AI Traffic (in GA4) FATJOE
  14. Explains how ChatGPT ranks products: metadata quality, price, availability, and seller status. openai.com Article Powering Product Discovery in ChatGPT OpenAI
  15. The actual front door: where you apply and submit your product feed. chatgpt.com Guide Power product discovery in ChatGPT (merchant portal) OpenAI
  16. The exact feed spec your developer needs, straight from the source. developers.openai.com Guide Product Feeds Specification: Agentic Commerce OpenAI
  17. Explains how shopping results are generated and why they are not ads. help.openai.com Guide Shopping with ChatGPT Search (help article) OpenAI
  18. Perplexity's own explanation of its shopping experience and one-click checkout. perplexity.ai Article Shop like a Pro: Perplexity's AI shopping Perplexity
  19. A practical walkthrough of joining Perplexity's free merchant program. webfx.com Article Meet the Perplexity Merchant Program: What Ecommerce Stores Need to Do WebFX
  20. Shopify's official guidance, directly relevant since Shopify stores get native AI-surface access. shopify.com Guide Perplexity Shopping: How to Optimize Your Store for AI Shopify
  21. A field-tested feed setup guide covering the gotchas the spec does not mention. alhena.ai Guide ChatGPT Product Feed: How to Submit & Set Up Alhena AI
  22. Covers the overlooked setup details that decide whether Perplexity recommends you. alhena.ai Guide Perplexity Merchant Program: What Most Sellers Miss Alhena AI
  23. A feed-management vendor's deep dive into field-level requirements and refresh cadence. lengow.com Article ChatGPT Product Feed: specification for ChatGPT Shopping, Agentic Commerce Lengow
  24. Maps the protocols and platform moves so you bet on the right rails early. commercetools.com Article 7 AI Trends Shaping Agentic Commerce commercetools

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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