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. The notes-to-Claude-to-issue workflow: 45-60 minutes per issue. beehiiv.com Guide How to Turn Your Notes into Endless Newsletter Content beehiiv
  2. A veteran email writer's fast-but-not-generic beehiiv workflow. mattgiaro.com Article How to Write a beehiiv Newsletter with AI (Insanely Fast) Matt Giaro
  3. Keeps the Substack intimacy while AI handles structure and polish. mattgiaro.com Article How to Write a Good Substack Newsletter with AI (5 Tips) Matt Giaro
  4. Voice dictation plus AI cleanup: write like you talk. mattgiaro.com Article How I Write Newsletters in 15 Minutes (Or Less) Matt Giaro
  5. The launch of Audio Overviews, the fastest zero-to-podcast path. blog.google Article NotebookLM Now Lets You Listen to a Conversation About Your Sources Google
  6. Official steps, formats, and 80+ language support. support.google.com Guide Generate Audio Overview in NotebookLM (Help Doc) Google
  7. Turning Audio Overviews into a publishable show, end to end. recast.studio Guide How to Create a NotebookLM Podcast Recast Studio
  8. 'Polish this episode for publishing' now executes 15-20 edit steps. descript.com Article Descript Season 6: Meet Underlord Descript
  9. A podcast producer's honest audit of what the AI edits well. thepodcasthaven.com Article Descript Review: AI-Powered Podcast & Video Editing The Podcast Haven
  10. Narrate your newsletter as audio with a high-fidelity clone of you. elevenlabs.io Guide ElevenLabs Professional Voice Cloning Docs ElevenLabs
  11. Structured course if you want the full editing craft, not just buttons. udemy.com Course Interview Podcast Editing with Descript Underlord (A to Z) Udemy
  12. Trusted video-creator duo's setup guide for remote recording. primalvideo.com Guide How to Use Riverside (Beginner Walkthrough) Primal Video
  13. Proof of how little editing skill a first episode now requires. nicoleven.com Article How to Edit a Podcast Episode with 1 Click Using AI in Riverside Nicole Ven
  14. The primary source for every AI ownership question. copyright.gov Guide Copyright and Artificial Intelligence (US Copyright Office hub) US Copyright Office
  15. The report that settled it: prompts alone do not create ownership. copyright.gov Guide Copyright and AI, Part 2: Copyrightability (Full Report) US Copyright Office
  16. Short official summary if you will not read the PDF. copyright.gov Article US Copyright Office NewsNet on the AI Reports US Copyright Office
  17. Readable official walkthrough of what is and is not protectable. blogs.loc.gov Article Inside the Copyright Office's Report on Copyrightability Library of Congress
  18. Top law firm's practical read for businesses using AI content. skadden.com Article Copyright Office Publishes Report on AI-Generated Materials Skadden
  19. The training-data side: what feeding content into AI means legally. crowell.com Article US Copyright Office Third Report: Training AI on Copyrighted Materials Crowell & Moring
  20. Concise firm alert on the human-authorship threshold. manatt.com Article Copyright Office Releases New Report on Copyrightability of AI Works Manatt
  21. Another expert lens on how much human editing earns protection. wiley.law Article Generative AI in Focus: Copyright Office's Latest Report Wiley
  22. Neutral legal primer written for lawmakers, useful for founders. congress.gov Guide Generative Artificial Intelligence and Copyright Law (CRS) Congressional Research Service
  23. Scholarly synthesis of both reports in one place. copyrightsociety.org Article The Copyright Office and the First AI Reports Copyright Society
  24. A judgment-based framework instead of label-everything panic. martech.org Article A Practical Framework for AI Disclosure in Marketing MarTech

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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