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. Tactical episode on carousels, LinkedIn articles, and AI-assisted distribution. podcasts.apple.com Podcast Repurposing Content and Distribution with Ross Simmonds Ross Simmonds
  2. A one-man creator army at $1.5M revenue explains his AI content system. open.spotify.com Podcast How I Went From $0 to $1M in 12 Months (Roberto Nickson) My First Million
  3. 350+ episodes entirely about repurposing, now heavily AI-focused. podcasts.apple.com Podcast The Content 10x Podcast Amy Woods
  4. How AI changes which formats you repurpose into and why. podcast.nealschaffer.com Podcast Generative AI Search & Content Repurposing with Amy Woods Neal Schaffer & Amy Woods
  5. How to build AI fluency before you buy another tool. gtmnow.com Podcast GTM 165: Vibe Prompting, AI Fluency, and the New Rules of Go-to-Market GTMnow with Kieran Flanagan
  6. Strategy first, tools second: how HubSpot's leaders sequence AI adoption. podcasts.apple.com Podcast The Brand NEW AI Marketing Strategy for 2025 Marketing Against The Grain
  7. A CEO's honest account of which AI habits stuck and which did not. podcast.beyondtheprompt.ai Podcast Dan Shipper: Use AI to Make You and Your Business Better Beyond the Prompt
  8. Storytelling and networking tactics that AI can amplify but not replace. creators.spotify.com Podcast Lara Acosta: How to Get Unstuck Using LinkedIn The Gaming Playbook
  9. India's top creators and a founder-billionaire on earning attention honestly. podcasts.apple.com Podcast WTF Does It Take to Build Influence Today? (Nikhil Kamath w/ Nuseir, Tanmay, Prajakta, Ranveer) WTF is with Nikhil Kamath
  10. What the collapse of classic search means for startup content bets. reforge.com Podcast The New AI Marketing Playbook Amid Google's Stumbles Reforge (Kieran Flanagan & Brian Balfour)
  11. Includes a full masterclass on an AI podcast workflow from idea to distribution. podcasts.apple.com Podcast AI-Driven Marketer Podcast Dan Sanchez
  12. Turning audience research into one-complete-idea posts. metadata.io Podcast How to Get Started with Zero-Click Content (Amanda Natividad) Demand Gen U ft. Amanda Natividad
  13. Why attribution obsession leads founders to make worse content. usertesting.com Podcast Winning at Zero-Click Marketing Starts with Customer Empathy (Rand Fishkin) UserTesting ft. Rand Fishkin
  14. Practical measurement substitutes for the metrics that died. marketingspeak.com Podcast Marketing in a Zero-Click World with Rand Fishkin Marketing Speak
  15. Concrete AI workflows a single marketer runs that used to need a full team. creators.spotify.com Podcast 10x Your Marketing With These AI Workflows | Kieran Flanagan Ahrefs Podcast
  16. The Runway CEO on why production capability itself is being commoditised. podcasts.apple.com Podcast Runway founder Cristobal Valenzuela wants Hollywood to embrace AI Masters of Scale
  17. Sharp interview on what studios and, by extension, agencies still add once generation is cheap. podcasts.apple.com Podcast Hollywood's hottest AI partner, with Runway's Cristobal Valenzuela Decoder (The Verge)
  18. ElevenLabs' founder on the specific solo businesses his voice tools unlocked. creators.spotify.com Podcast $6.6B AI CEO: How to Make Your First $10,000 with AI | Mati Staniszewski Silicon Valley Girl
  19. The generation-vs-control tradeoff that should drive which tool you pick. a16z.com Podcast Creativity vs Control: Where AI Fits in the Creative Toolbox a16z
  20. Helps you bet on roadmaps, not just today's demo reels. techcrunch.com Podcast Is AI video just a prequel? Runway's CEO on world models TechCrunch Equity
  21. HeyGen's CEO explains how avatar video is assembled under the hood and where it breaks. open.spotify.com Podcast Can AI replace the camera? with Joshua Xu from HeyGen No Priors (Sarah Guo & Elad Gil)
  22. Founder plus investor on why 40,000+ businesses pay for avatar video. cognitiverevolution.ai Podcast AI Avatars & the Future of Video, with HeyGen CEO Joshua Xu and Benchmark's Victor Lazarte The Cognitive Revolution
  23. Covers the consent and deepfake guardrails a founder must understand before cloning anyone. open.spotify.com Podcast HeyGen's Josh Xu on trust, safety and interactive avatars Unsupervised Learning (Jacob Effron)
  24. The enterprise avatar pioneer on what businesses actually use avatars for. accel.com Podcast Synthesia's Victor Riparbelli on harnessing AI's benefits and reducing harm Accel, Spotlight On

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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