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 complete written reference on OpenAI's ad platform so far. 2pointagency.com Guide ChatGPT Advertising: The Complete 2026 Guide 2Point Agency
  2. Performance-marketing lens on bidding, placement, and early numbers. launchcodex.com Article ChatGPT Ads Are Live: A Complete Breakdown Launchcodex
  3. Covers costs and current limitations without the hype. jollygoodweb.com Article ChatGPT Ads: What Advertisers Need to Know in 2026 Jolly Good Web
  4. Step-by-step account setup through ads.openai.com for a first campaign. stubgroup.com Guide How to Advertise on ChatGPT: The Complete Guide StubGroup
  5. Puts AI-platform ads in context against your existing Google spend. digitalapplied.com Article AI Search Advertising: ChatGPT vs Google vs Perplexity Digital Applied
  6. The full map of where ads can now run across AI products. stackmatix.com Article Advertising on AI Platforms: The Complete 2026 Landscape Stackmatix
  7. Background on the Perplexity ads experiment before it was shut down. stackmatix.com Article Perplexity vs Google: What Marketers Need to Know About Perplexity Advertising Stackmatix
  8. Rare actual CPC and ROI data from AI-search ad campaigns. dataslayer.ai Article Perplexity Ads for Marketers: First Results, CPCs and ROI Data Dataslayer
  9. The industry-press account of why one major AI player rejected ads entirely. campaignlive.com Article Perplexity Pulls the Plug on Ads, Citing Trust Concerns for AI Campaign US
  10. OpenAI's own positioning of the channel, reported independently. marketingdive.com Article What Defines ChatGPT Ads? 'Super Intentional' Users, OpenAI Tells Cannes Marketing Dive
  11. A global digital agency's strategic guidance on entering the channel. monks.com Article The Answer Engine Battles: Navigating the ChatGPT Ad Rollout Monks
  12. An ongoing show tracking AI ad platforms as they evolve, episode by episode. podcasts.apple.com Podcast The AI Advertising Podcast Diego Pineda
  13. Founder-specific mistakes list: generic homepages, weak attribution, wrong mental model. blog.mean.ceo Article ChatGPT Ads in 2026: 7 Questions, Mistakes, and Insider Tips for Founders MEAN CEO blog
  14. Walkthrough of the self-serve Ads Manager from a founder's seat. blog.mean.ceo Article Insider Guide to OpenAI's ChatGPT Ads Manager and Its Benefits for Founders MEAN CEO blog
  15. The skeptical counterweight: early advertisers still lack solid performance proof. blog.mean.ceo Article ChatGPT Ads Pilot Issues Revealed as Advertisers Lack Proof of Results MEAN CEO blog
  16. A European agency view on fitting ChatGPT ads into a performance mix. csw.agency Article ChatGPT Ads: New Opportunities for Performance Marketing CSW Agency
  17. Ask your ad data questions in plain English instead of building reports. triplewhale.com Tool Moby AI: Smarter Ecommerce Analytics & Forecasting Triple Whale
  18. Where measurement is going: from dashboards to agents that act on attribution. triplewhale.com Article Meet Moby 2: AI That Does the Work for You Triple Whale
  19. The official launch detail on attribution, MMM, and incrementality in one engine. prnewswire.com Article Triple Whale Unveils the AI Operating System for Ecommerce (Moby 2) Triple Whale (PR Newswire)
  20. An independent hands-on review rather than vendor marketing. practicalecommerce.com Article Triple Whale's Moby AI Gets Things Done Practical Ecommerce
  21. Vendor-written but usefully detailed comparison of the two main options. triplewhale.com Article Triple Whale vs. Northbeam: Attribution and Measurement Compared Triple Whale
  22. Automated incrementality testing finally priced for mid-size brands. northbeam.io Article Introducing Incrementality by Northbeam: Automated Lift Testing You Can Trust Northbeam
  23. The clearest primer on the one measurement concept founders most misunderstand. northbeam.io Guide What Is Incrementality in Marketing? Northbeam
  24. Plain-language MMM explainer for when click attribution stops being enough. northbeam.io Guide What Is Media Mix Modeling (MMM)? Northbeam

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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