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 second angle on authenticity-first creative from the same practitioner. podtail.com Podcast Ugly Ads: Why Brands Should Ditch Perfection and Embrace Authenticity Marketing Mindset Podcast (feat. Barry Hott)
  2. An ongoing show tracking AI ad platforms as they evolve, episode by episode. podcasts.apple.com Podcast The AI Advertising Podcast Diego Pineda
  3. 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
  4. 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)
  5. HubSpot's CMO and SVP on using AI aggressively without torching brand trust. open.spotify.com Podcast The Brand NEW AI Marketing Strategy for 2025 Marketing Against the Grain (Kipp Bodnar & Kieran Flanagan)
  6. Twice-weekly episodes that regularly dissect AI-powered content and distribution workflows for founders. podcasts.apple.com Podcast The Startup Ideas Podcast Greg Isenberg
  7. Fishkin explains the mindset shift from broadcasting to finding existing conversations. marketingspeak.com Podcast Audience Intelligence on Steroids, with Rand Fishkin Marketing Speak (Stephan Spencer)
  8. Her most current take, including what changed as AI content flooded the feed. creators.spotify.com Podcast How to Grow Fast and Convert on LinkedIn in 2026, with Lara Acosta Built in Public (Courtney Johnson)
  9. The dedicated podcast on founder brands as pipeline, with guests like Jason Fried and Adam Robinson. podcasts.apple.com Podcast The Founder-Led Marketing Show Finn Thormeier (Project 33)
  10. Straight from LinkedIn leadership: what the platform actually wants from founder content. creators.spotify.com Podcast LinkedIn's VP of Brand and Content Strategy on How the Best B2B Brands Use LinkedIn and Video to Grow The Founder-Led Marketing Show
  11. Founder episodes on turning free Slack and niche communities into paying customers, no ads involved. podcasts.apple.com Podcast A Product Market Fit Show Mistral VP (Pablo Srugo)
  12. A tight audio primer on when community actually enhances a business model. foundersjournalpod.morningbrew.com Podcast How to Build a Community-Enhanced Business Founder's Journal (Morning Brew)
  13. Spinks on the mechanics: rituals, moderation, and measuring belonging. meetup.com Podcast Episode 9: Community Building for Business with David Spinks Meetup (with David Spinks)
  14. 94 episodes with founders and creators (including Gary Vee and Alexis Ohanian) on sharing the journey. podcasts.apple.com Podcast Build In Public Podcast Karthik Puvvada (KP)
  15. The mindset half: getting past the fear of posting your real numbers. swarm.work Podcast How to Build in Public Fearlessly and Have Fun While Doing It, with KP Swarm (with Karthik Puvvada)
  16. An Indian podcast unpacking KP's build-in-public system for an Indian founder audience. open.spotify.com Podcast Building in Public, Portfolio Career, Shipping Creative Projects, ft. Karthik Puvvada The Founder's Foyer (Aishwarya Ashok)
  17. Three hours with the most successful build-in-public founder alive, 40+ startups shipped solo. lexfridman.com Podcast Pieter Levels: Programming, Viral AI Startups, and Digital Nomad Life Lex Fridman Podcast
  18. Clay's CEO on founder psychology and why prospecting became the first big AI-native sales workflow. review.firstround.com Podcast Clay's path to product-market-fit | Kareem Amin (First Round podcast) First Round Review
  19. The clearest articulation of where AI-driven GTM is heading, from the person building the category leader. sequoiacap.com Podcast Clay's Kareem Amin on Building the Sales 'System of Action' with AI Sequoia Capital (Training Data)
  20. A deep, recent conversation on Clay's worldview that doubles as a masterclass in creative GTM thinking. open.spotify.com Podcast Kareem Amin: The Unusual Approach to Company Building (Invest Like the Best) Patrick O'Shaughnessy (Invest Like the Best)
  21. Focused specifically on AI-powered outreach, the exact use case this question asks about. podcasts.apple.com Podcast Clay CEO Kareem Amin on AI-powered outreach for growth Unusual Ventures (Startup Field Guide)
  22. Digs into the difference between personal and relevant, the exact line between effective and creepy. podcasts.apple.com Podcast Becc Holland on Personalization at Scale (Make It Happen Mondays) John Barrows with Becc Holland
  23. A tactical hour on using AI for research and relevance without drifting into robotic messaging. outboundsquad.com Podcast AI Masterclass: THE guide on how to leverage AI for outbound (Elric Legloire) Jason Bay (Outbound Squad)
  24. The audio version covers cold outreach channels, messaging structure, and pricing conversations step by step. open.spotify.com Podcast The ultimate guide to founder-led sales | Jen Abel (Lenny's Podcast) Lenny's Podcast

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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