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. MTA, MMM, and incrementality on one first-party data stack. northbeam.io Tool Northbeam Northbeam
  2. Independent trade coverage of why all three measurement legs matter. adexchanger.com Article Northbeam Adds the Third Leg of the Attribution Stool AdExchanger
  3. 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
  4. A real $200K/month test of Meta's own incrementality claims, with a verdict. scalabilityschool.com Podcast We Tested Meta's Incremental Attribution on $200K/Month: Why We Turned It Off Scalability School
  5. Nik Sharma interrogates modern MMM for DTC brands in founder language. pod.wave.co Podcast Redefining Media and Marketing Measurement (with Michael True, CEO of Prescient AI) Limited Supply (Nik Sharma)
  6. Forecasts the incremental return of your next dollar per channel. prescientai.com Tool Prescient AI: Marketing Mix Modeling Platform Prescient AI
  7. 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
  8. 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
  9. 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
  10. 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
  11. Independent coverage of the same deal with the APAC market context. marketech-apac.com Article Criteo, Zepto Collaborate on AI-Powered Advertising MARKETECH APAC
  12. 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
  13. A full India-market playbook covering channels, budgets, and AI tooling. upgrowth.in Guide D2C Performance Marketing in India: The Playbook upGrowth
  14. India-specific strategy fundamentals before you add AI acceleration. brandchanakya.in Guide D2C Performance Marketing Strategy: Complete Guide Brand Chanakya
  15. 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
  16. 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
  17. Industry-press numbers on Meta India's 29% ad growth driven by AI tools. campaignindia.in Article Meta's AI-Led Advertising Growth Accelerates Campaign India
  18. A Chennai agency's practical read on Advantage+ for Indian advertisers. spintadigital.com Article AI in Meta Ads: The Next Leap in Performance Marketing Spinta Digital
  19. How AI changes the whole Indian D2C funnel, not just the ads. spintadigital.com Article AI Redefining D2C Marketing Spinta Digital
  20. The strategic risk: AI discovery may favour incumbents, so plan differentiation early. chitrangana.com Article India D2C Brand Formation Rises as AI-Led Product Discovery Skews to Incumbents Chitrangana
  21. Video D2C Masterclass with Shantanu Deshpande: Business Fundamentals The BarberShop with Shantanu
  22. A structured Meta-for-D2C course from one of India's best-known ads educators. learn.umartazkeer.com Course Performance Marketing for D2C BootCamp (Meta Special) Umar Tazkeer
  23. Why Indian brands winning on paid also invested in brand, with examples. decodegrowth.in Article D2C Growth Strategy in 2026: Branding and Performance Together Decode Growth
  24. A top DTC agency's brief on the newest self-serve AI channel opening up. commonthreadco.com Article AppLovin Axon Goes Self-Serve in June 2026: What Ecommerce Brands Need Common Thread Collective

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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