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 large consumer brand and an AEO platform compare notes on winning AI-driven purchase journeys. podcasts.apple.com Podcast Expedia x Profound: Competing in an AI-Driven Search World Expedia & Profound
  2. Operators from Jones Road, Ridge, and HexClad on why AI makes creative strategy the highest-leverage role. open.spotify.com Podcast Why AI Creative Strategists Will Become the Highest Paid Marketers (Motion Creative Strategy Summit) Marketing Operators x Motion
  3. A top consumer-psychology strategist on turning emotional research into ad creative. podcasts.apple.com Podcast How to Utilize Psychological Biases in Marketing with Sarah Levinger The Marketing Millennials (feat. Sarah Levinger)
  4. Deep dive on research methods that surface insights AI alone would miss. thecopywriterclub.com Podcast TCC Podcast #448: Finding Better Persuasive Insights with Sarah Levinger The Copywriter Club
  5. Why emotional data beats demographic targeting, and how AI accelerates finding it. elumynt.com Podcast Human Psychology: The Most Overlooked Aspect of Modern Marketing (Sarah Levinger) Elumynt
  6. Bootstrapped founder explains the paid, sales, and influencer channels behind $10M ARR in 20 months. open.spotify.com Podcast From $5K to $10M ARR: The ArcAds Founder's Playbook SaaS Interviews (feat. Romain Torres)
  7. Candid detail on running a lean AI ads company and the product ideas it surfaced. open.spotify.com Podcast Romain Torres (Arcads AI): Growing to $7M ARR in 18 Months The Manav Podcast
  8. Shaan and Sam break down the leanest AI-powered growth stories in consumer apps. mfmpod.com Podcast The AI App Doing $6M With 1 Employee My First Million
  9. What AI avatars change about who can afford creator-style paid campaigns. open.spotify.com Podcast How AI Influencers Are Replacing Human Creators (Romain Torres) Superhuman AI podcast
  10. The clearest picture of an agent-heavy, human-light marketing org actually running. intelligentartifice.net Podcast This AI video startup founder scaled to 7 figures with more agents than employees Intelligent Artifice (feat. Romain Torres)
  11. Three operators running big DTC budgets share exactly how lean AI-era teams are structured. podcasts.apple.com Podcast Marketing Operators podcast Cody Plofker, Connor MacDonald, Connor Rolain
  12. Jones Road's CEO on where AI UGC quietly hurts brands and what to do instead. foxwelldigital.com Podcast Why AI UGC Is a Trap (And What Actually Works) | Cody Plofker AI DTC WTF (Foxwell Digital)
  13. A whole show of operators pressure-testing AI marketing tactics on real budgets. podcasts.apple.com Podcast AI DTC WTF podcast Foxwell Digital
  14. Real examples of AI-actor ads carrying serious revenue, straight from the Arcads founder. open.spotify.com Podcast $200K/mo with ONE AI Ad The Startup Ideas Podcast (Greg Isenberg)
  15. Operators spending millions explain how they restructured for the Andromeda era. podcasts.apple.com Podcast Evolving Creative Strategy for Meta's Andromeda Era (Marketing Operators bonus) Marketing Operators
  16. The contrarian case that Meta's AI now does your test-campaign job for you. podcasts.apple.com Podcast AI Is Making Creative Testing Campaigns Obsolete The Andrew Faris Podcast
  17. Updated 2025 buying rules including 15-20 ads per ad set and learning-phase traps. open.spotify.com Podcast 7 Meta Ads Tactics I've Changed My Mind About The Andrew Faris Podcast
  18. Teaches you to stop reacting to noise, the number-one testing mistake. podcasts.apple.com Podcast Meta Ads Are NOT Volatile (And Believing They Are Is Costing You) The Andrew Faris Podcast
  19. When and how to scale a winner without destroying its economics. open.spotify.com Podcast Natural CAC & the Meta Auction: Scale Without Killing ROAS The Andrew Faris Podcast
  20. Big-spend principles distilled for founders managing their own budgets. podcasts.apple.com Podcast Advanced Meta & Google Ads Media Buying Principles from a $250M/Year Marketer The Andrew Faris Podcast
  21. Volume-on-a-budget production math for the AI creative era. commercetracks.com Podcast How to Build a HUGE Volume of High-Performing Meta Ads (For Cheap) The Andrew Faris Podcast (via CommerceTracks)
  22. The single best ongoing feed on DTC media buying discipline; subscribe, not just sample. podcasts.apple.com Podcast The Andrew Faris Podcast Andrew Faris
  23. A $600M-spend buyer on budgeting, testing, and judging ads by first reactions. podcasts.apple.com Podcast Ugly Ads Perform Best, Marketer Says (Barry Hott replay) Ecommerce Conversations (feat. Barry Hott)
  24. Two sharp operators on why authenticity signals drive performance. creators.spotify.com Podcast Ugly Ads Work. Trust Barry Hott (And Me). The Andrew Faris Podcast (feat. Barry Hott)

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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