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. Hands-on test notes on translation accuracy across ten tools. heygen.com Article 10 Best AI Video Translators I Tested (Free & Paid Tools Reviewed) HeyGen
  2. Podcast-specific clipping, the format most founder content actually starts as. opus.pro Guide How To Edit Podcast Shorts Like a Pro OpusClip
  3. Video Edit Like a Pro in Descript (Video Editing Tutorial) YouTube tutorial
  4. A respected video-education channel's full raw-to-published Descript workflow. primalvideo.com Guide How To Edit YouTube Videos With Descript (Start to Finish) Primal Video
  5. A clean end-to-end repurposing workflow with realistic clips-per-hour yields. choppity.com Guide How to Repurpose a Podcast into Short-Form Clips (Workflow) Choppity
  6. The thesis that editing, not generation, is where AI changes founder video next. a16z.news Article It's time for agentic video editing Justine Moore (a16z)
  7. 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
  8. 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)
  9. 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
  10. Settles the most common either-or question: bulk clipping vs fine-control editing. try.wideframe.com Article Opus Clip vs Descript for AI Video Repurposing Wideframe
  11. A global law firm's plain summary of India's new labelling obligations. freshfields.com Article India targets deepfakes and AI-generated content: key changes under MeitY's amendments Freshfields
  12. India's best tech-policy outlet on how the rules land on the platforms you post to. medianama.com Article X Rolls Out 'Made with AI' Labels as India Tightens Deepfake Rules MediaNama
  13. Indian IP firm's walkthrough of what counts as synthetically generated information. khuranaandkhurana.com Article Deepfake Regulation India: MeitY's Comprehensive IT Rules Amendment Khurana & Khurana
  14. A second Indian legal read for cross-checking obligations before a campaign. vaishlaw.com Article Regulation of AI-Generated/Deepfake Content and SGI in India: New Rules Vaish Associates Advocates
  15. Regional legal-press summary that is easy to share with your team. law.asia Article India Tightens Rules on Deepfakes and AI-Generated Content Law.asia
  16. The primary source on the US disclosure law most likely to spread to other states. governor.ny.gov Article First-in-the-nation law requiring disclosure of AI synthetic performers in ads New York State
  17. Top-tier firm analysis of what the synthetic-performer law means for advertisers. debevoise.com Article New York Enacts Landmark AI & Right of Publicity Laws Debevoise & Plimpton
  18. Turns the rules into an actionable checklist for a small marketing team. dynamisllp.com Article AI Disclosure: Recent Developments and Practical Steps for Brands and Influencers Dynamis LLP
  19. Retail-specific risk framing: claims, likenesses, and IP in commerce ads. hunton.com Article AI-Generated Advertising: Key Legal Considerations for Retailers Hunton Andrews Kurth
  20. The clearest founder-level explanation of why pure AI output isn't yours to copyright. builtin.com Article AI-Generated Content and Copyright Law: What We Know Built In
  21. The likeness-rights layer: when your AI actor looks too much like a real person. bloomberglaw.com Article AI, Advertising & the Right of Publicity Bloomberg Law
  22. Small-business framing of the same risks, without the enterprise legalese. cummings.law Article Legal Issues in Using AI-Generated Content for Business Marketing Cummings & Cummings Law
  23. Law-firm translation of the review rule into what marketers can and cannot do. datamatters.sidley.com Article FTC's New Rule on Fake and AI-Generated Reviews and Social Media Bots Sidley Austin
  24. Side-by-side performance data, including where traditional UGC still converts better. superscale.ai Article AI Generated UGC vs Traditional UGC: Performance study Superscale

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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