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. Price-per-video math across all the main tools so you can budget honestly. argil.ai Article Comparing HeyGen, Argil, Arcads, Creatify and Zeely pricing Argil
  2. A wider sweep of the category including cheaper challengers worth testing. adlibrary.com Article AI UGC Video Generators: 9 Best Tools for Ads AdLibrary.com
  3. Context on the product launch that made avatar UGC mainstream. medium.com Article HeyGen Launches AI-Powered UGC Ad Avatars Ada Gao (Medium)
  4. Budget alternatives from free to $19/month for pre-revenue founders. shhots.ai Article Arcads AI Alternatives: 13 Cheaper UGC Ad Tools Shhots AI
  5. A blunt audit of which Advantage+ modules to enable and which to override. get-ryze.ai Article Meta Advantage+ in 2025: The Automation That Works (And the Parts That Don't) Ryze AI
  6. Exactly the control-vs-automation tradeoff founders worry about, mapped setting by setting. clickguard.com Article The Marketer's Guide to Meta Advantage+: Mastering Automation Without Losing Control ClickGUARD
  7. A complete reference for the inputs-in, execution-out philosophy of Advantage+. bir.ch Article Meta Advantage+ Guide: Features, Tools, Optimization Birch
  8. The most trusted independent Meta ads analyst decodes the retrieval engine change. jonloomer.com Article Meta Andromeda: What It Means for Your Ad Strategy Jon Loomer
  9. Shows concretely what 'diverse concepts' means with seven worked examples. jonloomer.com Article Meta Andromeda and Creative Diversification: 7 Examples Explained Jon Loomer
  10. A global agency's strategic read on creative-first ad delivery. dentsu.com Article The Creative Era: How Meta's Andromeda Rewrites Ad Strategy Dentsu
  11. Clear explanation of AI Max for Search versus Performance Max, plus feed prep. channable.com Article Google AI Max: What It Is, How It Works, How to Prepare Channable
  12. Includes the finding that under half of AI Max's 'new' queries were actually new. groas.com Article Google AI Max Explained: Complete Guide for Search Campaigns Groas
  13. Covers the shift from black-box auto mode to per-module automation control. segwise.ai Article TikTok Smart+ Upgrade: New Controls, Creative & Budgeting Segwise
  14. A $300M-spend practitioner on why creative and offer now decide outcomes, not targeting. entrepreneur.com Article The Future of Advertising: Ben Heath's Insights on Innovation, AI and Consumer Behaviour Entrepreneur (feat. Ben Heath)
  15. Independent reporting on the efficiency gains and the rising CPM tax that comes with them. marketingdive.com Article Meta's AI bets supercharge marketing efficiency, and costs Marketing Dive
  16. An India-lens view of what advertisers give up when the platform runs everything. exchange4media.com Article Behind Meta's AI ad push lies a bigger shift in platform power Exchange4Media
  17. A week-by-week AI-powered competitive research system you can copy directly. toffu.ai Article Meta Ad Library Competitor Research with AI Toffu AI
  18. Covers the new impression-range data that reveals which creatives competitors scale. adlibrary.com Guide How to Use Meta Ad Library for Competitor Research AdLibrary.com
  19. Practical tricks for extracting far more signal than casual Ad Library browsing. brandsearch.co Article Meta Ad Library Competitor Analysis: How to Get 10x the Data Brandsearch
  20. Agency-grade five-dimension analysis framework: creative, angle, format, duration, refresh. midsummer.agency Article How to Use Meta Ads Library to Analyze Competitors and Find Winning Creatives Midsummer Agency
  21. Beginner-friendly walkthrough with the run-duration heuristic for spotting winners. simplified.com Article Meta Ad Library: How to Use It to Spy on Competitors Simplified
  22. Always-on competitor tracking with creative velocity and transcription built in. foreplay.co Guide How to Use Spyder in Foreplay Foreplay
  23. What changed when ad spying went from screenshots to structured AI insights. foreplay.co Article Spyder 2.0: Your Creative-First Ad Spy & Insights Platform Foreplay
  24. A current tools-plus-strategy map across Meta, Google, and TikTok libraries. get-ryze.ai Guide How to Spy on Competitors' Ads (Tools & Strategy Guide) Ryze AI

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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