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. A global digital agency's strategic guidance on entering the channel. monks.com Article The Answer Engine Battles: Navigating the ChatGPT Ad Rollout Monks
  2. 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
  3. 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
  4. 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
  5. A European agency view on fitting ChatGPT ads into a performance mix. csw.agency Article ChatGPT Ads: New Opportunities for Performance Marketing CSW Agency
  6. 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
  7. 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)
  8. An independent hands-on review rather than vendor marketing. practicalecommerce.com Article Triple Whale's Moby AI Gets Things Done Practical Ecommerce
  9. Vendor-written but usefully detailed comparison of the two main options. triplewhale.com Article Triple Whale vs. Northbeam: Attribution and Measurement Compared Triple Whale
  10. Automated incrementality testing finally priced for mid-size brands. northbeam.io Article Introducing Incrementality by Northbeam: Automated Lift Testing You Can Trust Northbeam
  11. The clearest primer on the one measurement concept founders most misunderstand. northbeam.io Guide What Is Incrementality in Marketing? Northbeam
  12. Plain-language MMM explainer for when click attribution stops being enough. northbeam.io Guide What Is Media Mix Modeling (MMM)? Northbeam
  13. Independent trade coverage of why all three measurement legs matter. adexchanger.com Article Northbeam Adds the Third Leg of the Attribution Stool AdExchanger
  14. A buyer-side review including pricing reality at $1,500/month. aisystemscommerce.com Article Northbeam Review 2026: Incrementality Testing for DTC Brands AI Systems Commerce
  15. A media agency's neutral three-way comparison for choosing your first platform. weareqry.com Article Marketing Attribution Tools for DTC Brands: Northbeam vs Rockerbox vs Triple Whale QRY
  16. First-party case study: Zepto doubled installs with AI-generated video ads. business.google.com Article Drive Growth with AI Video Ad Creatives (Zepto x Veo case study) Think with Google India
  17. India's top startup publication on how Google AI ads reshape startup marketing. inc42.com Article Decoding Google's AI Push for Its $3.7Bn Indian Ads Empire Inc42
  18. AI retail-media targeting arrives on Indian quick commerce, a new founder channel. criteo.com Article Criteo and Zepto Partner to Drive the Next Wave of Quick Commerce in India Criteo
  19. Independent coverage of the same deal with the APAC market context. marketech-apac.com Article Criteo, Zepto Collaborate on AI-Powered Advertising MARKETECH APAC
  20. An Indian agency running 100+ AI creative variants daily shares the numbers. digidarts.com Article How Indian Brands Can Turn 2025 Global Performance Marketing Trends into ROI Digidarts
  21. A full India-market playbook covering channels, budgets, and AI tooling. upgrowth.in Guide D2C Performance Marketing in India: The Playbook upGrowth
  22. India-specific strategy fundamentals before you add AI acceleration. brandchanakya.in Guide D2C Performance Marketing Strategy: Complete Guide Brand Chanakya
  23. A concrete Indian small-brand growth case with real spend decisions. brandchanakya.in Article D2C Brand Growth Case Study: 5X with Performance Marketing Brand Chanakya
  24. Budget tiers in rupees, exactly the scaling ladder Indian founders ask about. clicknify.com Guide Meta Ads for Indian Businesses: From ₹500/Day to ₹5L/Month Clicknify

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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