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. Covers the Meta-specific layer of the stack once you outgrow the basics. adlibrary.com Article Meta Advertising Tools: The 11 Best for Scaling in 2026 AdLibrary.com
  2. The vendor's own end-to-end recipe: script structure, avatar choice, and export specs. community.heygen.com Guide The Ultimate Guide to Creating AI UGC Ads with HeyGen HeyGen
  3. A practitioner walkthrough focused on making avatar ads read as native, not corporate. community.heygen.com Guide How I Create Realistic UGC Video Ads with AI Avatars HeyGen community
  4. Hook-problem-solution-CTA script framework applied specifically to avatar ads. community.heygen.com Guide How to Create Effective Ads Using HeyGen HeyGen
  5. The free-to-try entry point for testing avatar ads before spending a dollar. heygen.com Tool HeyGen UGC Ad Avatars HeyGen
  6. Covers the 175-language localization angle, useful for India-plus-global founders. heygen.com Guide HeyGen for Marketers: Jumpstart Guide HeyGen
  7. Benchmarks on why UGC-style creative outperforms polished brand ads on CPC. heygen.com Article UGC Video Creation with AI for High-Impact Ads HeyGen
  8. An independent hands-on review of the leading AI-actor tool, costs included. fritz.ai Article Arcads AI Review (2025): Create 100s of Winning Video Ads With AI Actors Fritz AI
  9. The clearest head-to-head: Arcads for scroll-native ads, HeyGen for polish and languages. admakeai.com Article HeyGen vs Arcads: Which AI UGC Ad Tool Actually Converts? AdMake AI
  10. Second opinion on the same matchup with batch-testing economics spelled out. playcut.ai Article HeyGen vs Arcads: Which AI Video Tool Wins for You? Playcut
  11. Price-per-video math across all the main tools so you can budget honestly. argil.ai Article Comparing HeyGen, Argil, Arcads, Creatify and Zeely pricing Argil
  12. A wider sweep of the category including cheaper challengers worth testing. adlibrary.com Article AI UGC Video Generators: 9 Best Tools for Ads AdLibrary.com
  13. Jones Road's CEO on where AI UGC quietly hurts brands and what to do instead. foxwelldigital.com Podcast Why AI UGC Is a Trap (And What Actually Works) | Cody Plofker AI DTC WTF (Foxwell Digital)
  14. A whole show of operators pressure-testing AI marketing tactics on real budgets. podcasts.apple.com Podcast AI DTC WTF podcast Foxwell Digital
  15. Context on the product launch that made avatar UGC mainstream. medium.com Article HeyGen Launches AI-Powered UGC Ad Avatars Ada Gao (Medium)
  16. Budget alternatives from free to $19/month for pre-revenue founders. shhots.ai Article Arcads AI Alternatives: 13 Cheaper UGC Ad Tools Shhots AI
  17. Real examples of AI-actor ads carrying serious revenue, straight from the Arcads founder. open.spotify.com Podcast $200K/mo with ONE AI Ad The Startup Ideas Podcast (Greg Isenberg)
  18. A blunt audit of which Advantage+ modules to enable and which to override. get-ryze.ai Article Meta Advantage+ in 2025: The Automation That Works (And the Parts That Don't) Ryze AI
  19. Exactly the control-vs-automation tradeoff founders worry about, mapped setting by setting. clickguard.com Article The Marketer's Guide to Meta Advantage+: Mastering Automation Without Losing Control ClickGUARD
  20. A complete reference for the inputs-in, execution-out philosophy of Advantage+. bir.ch Article Meta Advantage+ Guide: Features, Tools, Optimization Birch
  21. The most trusted independent Meta ads analyst decodes the retrieval engine change. jonloomer.com Article Meta Andromeda: What It Means for Your Ad Strategy Jon Loomer
  22. Shows concretely what 'diverse concepts' means with seven worked examples. jonloomer.com Article Meta Andromeda and Creative Diversification: 7 Examples Explained Jon Loomer
  23. Operators spending millions explain how they restructured for the Andromeda era. podcasts.apple.com Podcast Evolving Creative Strategy for Meta's Andromeda Era (Marketing Operators bonus) Marketing Operators
  24. A global agency's strategic read on creative-first ad delivery. dentsu.com Article The Creative Era: How Meta's Andromeda Rewrites Ad Strategy Dentsu

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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