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. Accessible tour of avatar upside and risk you can share with a non-technical cofounder. open.spotify.com Podcast How AI digital doppelgangers could change how we communicate The TED AI Show
  2. Synthesia's CEO on model wars and why the application layer wins in avatar video. thetwentyminutevc.com Podcast Victor Riparbelli on 20VC The Twenty Minute VC
  3. A product leader clones herself live, uncanny moments included, so you know what to expect. podcasts.apple.com Podcast Gemini Omni: Clone yourself with AI in under 15 minutes How I AI (Claire Vo)
  4. Independent European tech press stress-tests the avatar category leader. sifted.eu Podcast Can anything stop Synthesia? Sifted (Financial Times)
  5. The definitive founder interview on where voice AI is going and how ElevenLabs stays ahead. sequoiacap.com Podcast ElevenLabs' Mati Staniszewski: Why voice will be the interface Sequoia Training Data
  6. Covers text-to-speech, licensed AI music, and voice agents in one founder-friendly sweep. podcasts.apple.com Podcast ElevenLabs CEO: Why Voice is the Next AI Interface The a16z Show
  7. Two of Europe's fastest AI founders compare notes on building on moving model ground. sequoiacap.com Podcast Scaling AI Rocketships: ElevenLabs' Mati & Lovable's Anton Sequoia Capital
  8. Emotion and multilingual UX in voice, the details that decide if your audio feels human. pigment.com Podcast Voice & AI: Mati Staniszewski on Perspectives Perspectives (Pigment)
  9. The business behind the voice tool you are about to depend on. open.spotify.com Podcast Mati Staniszewski: $11bn valuation and $330m ARR Scaling Europe
  10. How music LLMs work, explained for builders, plus honest limits. open.spotify.com Podcast Inside Suno, the AI Music App You Won't Stop Listening To Behind the Craft (Peter Yang)
  11. The industry-side view, including the licensing questions founders should track. open.spotify.com Podcast How Suno's AI Is Disrupting the Music Industry w/ Mikey Shulman Billboard On The Record
  12. The team behind Audio Overviews explains why the format landed, useful for content strategy. sequoiacap.com Podcast NotebookLM's Raiza Martin and Jason Spielman on delightful AI podcast hosts Sequoia Training Data
  13. The audio companion to the stack guide: what each tool in the chain is for. open.spotify.com Podcast How to Make the Most Realistic AI Videos (Step-by-Step Tutorial) Marketing Against The Grain
  14. The Captions founder on AI video editing for 10M+ creators and shipping weekly. lennysnewsletter.com Podcast How to win in the AI era | Gaurav Misra (CEO of Captions) Lenny's Podcast
  15. Deeper technical dive on what AI editing can automate today. creators.spotify.com Podcast Empowering Millions of Creators with AI Video Editing | Gaurav Misra The MAD Podcast (Matt Turck)
  16. The business logic of AI-native video editing, useful if content is core to your startup. open.spotify.com Podcast Gaurav Misra & Dwight Churchill: Building Captions Invest Like the Best
  17. A founder-to-founder conversation on AI visibility as a new growth channel, good for a commute listen. open.spotify.com Podcast Why AI Visibility is critical for your brand, with James Cadwallader Riding Unicorns / James Cadwallader
  18. A scrappy startup-focused interview on winning AI mentions without an enterprise budget. mixergy.com Podcast AEO: How to make ChatGPT promote you Mixergy / Andrew Warner
  19. Concrete ranking tactics from the founder whose platform watches millions of AI answers daily. open.spotify.com Podcast James Cadwallader (Profound): This is how to rank in AI search Perspectives / James Cadwallader
  20. The Product-Led SEO author explains which parts of SEO still compound for startups and which are now a waste. lennysnewsletter.com Podcast Rethinking SEO in the age of AI, with Eli Schwartz Lenny's Podcast / Eli Schwartz
  21. Kills the zombie SEO advice that wastes early-stage time, with receipts. open.spotify.com Podcast Top SEO myths debunked with real data, with Ethan Smith Ahrefs Podcast / Ethan Smith
  22. Longer-form discussion of building for mid-funnel search where AI has not eaten demand. marketingspeak.com Podcast The Future of Search Is Product-Led with Eli Schwartz Marketing Speak / Eli Schwartz
  23. HubSpot's CMO and growth lead demo and debate AI visibility measurement on air. podcasts.apple.com Podcast Marketing Against The Grain (AEO tooling episodes) Kipp Bodnar & Kieran Flanagan (HubSpot)
  24. The Perplexity founder explains RAG and citations in his own words, straight from the source. open.spotify.com Podcast Aravind Srinivas: Perplexity CEO on the Future of AI, Search & the Internet Lex Fridman Podcast / Aravind Srinivas

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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