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. Early adopter data: spend up 66%, conversions up 38% in two months. avenuez.com Article Will AppLovin Be a Viable Performance Media Channel for E-Commerce Brands? Avenue Z
  2. How to measure a channel whose value shows up as halo, not clicks. prescientai.com Article What Is AppLovin? A DTC Marketer's Guide to Halo Effects & ROAS Prescient AI
  3. A measurement company's guidance on validating the new channel's claims. northbeam.io Article What Is AppLovin and How to Leverage It for Marketing Success Northbeam
  4. What the attribution data actually shows for early AppLovin ecommerce spenders. triplewhale.com Article Triple Whale x AppLovin: A Game-Changer for Ecommerce Ad Performance Triple Whale
  5. The research-house overview: PMax at 91% adoption, Advantage+ at 88%. emarketer.com Article FAQ on AI Media Buying: Platform Tools, Agency Strategy, and How to Win in 2026 eMarketer
  6. A current snapshot of agent-run buying moving into production. forbes.com Article The Next (Agentic) Phase of Media Buying Is Coming Forbes Business Development Council
  7. Which media-buying tasks agents absorb first: pacing, reporting, compliance. advertisingweek.com Article Agentic AI Will Transform Media Buying, Starting from the Inside Out Advertising Week
  8. Maps the agent layer onto the familiar campaign workflow. martechbreakthrough.com Article The New Marketing Stack: How AI Agents Are Redefining Campaign Execution MarTech Breakthrough
  9. A trends briefing on where agentic advertising is real versus vapor. mtm.video Article 2025 Trends for Agentic AI in Advertising and Marketing MTM
  10. The cross-platform agent strategy small teams can run without an agency. stormy.ai Article Scaling Cross-Platform: Using an AI Agent for Media Buying to Break Walled Gardens Stormy AI
  11. Neutral coverage of TikTok's official Smart+ playbook release. socialmediatoday.com Article TikTok Publishes New Guide to Its AI-Powered Campaigns Social Media Today
  12. An agency's annotated read of what TikTok's guide really means for buyers. avenuez.com Article TikTok Releases Official Smart+ Guide Avenue Z
  13. The B2B angle for SaaS founders whose buyers are not on TikTok. demandgenreport.com Article AI Agents Revolutionized B2B Marketing in 2025: From Automation to Strategy Demand Gen Report
  14. A broad survey of the AI buying-tool landscape across channels. callpm.com Article Media Buying and Planning: AI, Automation, and Tools Shaping 2025 Call PM
  15. A blunt checklist of the tells that make readers scroll past AI-flavoured posts. mediaalacarte.com Article What Is AI Slop and Why It's Quietly Killing Your Brand on Social Media a la Carte
  16. The big-picture recap of how platforms are reforming feeds against low-effort AI content, so you know which way the wind blows. webpronews.com Article AI Slop Floods Social Media in 2025, Backlash Spurs 2026 Reforms WebProNews
  17. The Asia-market view of the same backlash, closer to the feeds Indian founders actually post into. aiinasia.com Article AI 'Slop' Eroding Social Media Experience AI in Asia
  18. The internet's best-known solopreneur on why he uses AI for leverage but never for his voice. justinwelsh.me Article AI Is Coming For Us (Here's My Plan) Justin Welsh
  19. Video The New Way of Making Content in the Age of AI Alex Hormozi
  20. 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)
  21. A working marketer's tested list of AI uses that add value instead of noise. x.com Thread 5 AI Content Tasks Beyond Blog Posts The Boring Marketer
  22. From someone running personal brands for 30+ founders: a lean AI cadence that stays personal. x.com Thread How to Use AI to Become the Most Recognized Founder in Your Industry in 45 Minutes a Week Mubbu
  23. Prompts designed to pull YOUR stories out of you rather than generate generic filler. forbes.com Article 7 ChatGPT Prompts to Keep Your LinkedIn Active with Genius Content Jodie Cook (Forbes)
  24. A transparent look at where a respected social company lets AI in and where humans stay. buffer.com Article How We Use AI on the Content Team at Buffer Buffer

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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