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 most rigorous CRO publication on where predictive AI genuinely helps. cxl.com Article How to Improve Your CRO with Predictive AI CXL
  2. Covers dynamic headlines and CTA personalization for paid traffic. swipepages.com Article AI Landing Page Optimization: How to Boost Conversions Swipe Pages
  3. Wide tool coverage for going from campaign brief to launch-ready page. landingi.com Article 21 Best AI Tools for Fast Landing Page Creation Landingi
  4. Compares natural-language page generation across the current builder generation. emergent.sh Article Best AI Landing Page Builders: 5 Tools Teams Are Using Today Emergent
  5. From the most popular AI app builder founders already use for MVPs. lovable.dev Guide Best Landing Page Builders for 2025 Lovable
  6. Which AI builder gets a non-technical founder to a shippable page fastest. iamkotik.medium.com Article Lovable vs Replit: The Complete Comparison for Non-Technical Founders Vitaly Kotik
  7. Hands-on build comparison rather than spec-sheet marketing. designrevision.com Article Replit vs Lovable: We Built the Same App to Compare DesignRevision
  8. Evaluates the builders specifically through a marketing-workflow lens. data-mania.com Article Lovable vs Replit: Which AI Assistant Is Better for Marketing Automation? Data-Mania
  9. Reverse-engineers a top AI company's own high-converting landing page. startupspells.com Article Icon AI Admaker: The Ultimate CRO Landing Page Breakdown Startup Spells
  10. Real usage notes including credit costs for page generation and edits. aibuilderclub.com Article Lovable AI Review: Honest Take After Real Use AI Builder Club
  11. Argues campaign landing pages are a different job than full-stack app builders. medium.com Article Lovable Is Worth $6.6B. Our 3-Person Landing Page Startup Is Still Winning. Adi Leviim
  12. First-party framing of the tradeoffs, useful to read against the independents. replit.com Article Replit vs Lovable (Replit's own comparison) Replit
  13. From a CRO tool company: prompts covering landing page copy and offer tests. optimonk.com Guide 34 ChatGPT Prompts for Marketing OptiMonk
  14. A PPC agency's practical launch briefing: formats, eligibility, and setup. adventuremedia.ai Article ChatGPT Ads Launch 2026: Everything US Businesses Need to Know AdVenture Media
  15. The most complete written reference on OpenAI's ad platform so far. 2pointagency.com Guide ChatGPT Advertising: The Complete 2026 Guide 2Point Agency
  16. Performance-marketing lens on bidding, placement, and early numbers. launchcodex.com Article ChatGPT Ads Are Live: A Complete Breakdown Launchcodex
  17. Covers costs and current limitations without the hype. jollygoodweb.com Article ChatGPT Ads: What Advertisers Need to Know in 2026 Jolly Good Web
  18. Step-by-step account setup through ads.openai.com for a first campaign. stubgroup.com Guide How to Advertise on ChatGPT: The Complete Guide StubGroup
  19. Puts AI-platform ads in context against your existing Google spend. digitalapplied.com Article AI Search Advertising: ChatGPT vs Google vs Perplexity Digital Applied
  20. The full map of where ads can now run across AI products. stackmatix.com Article Advertising on AI Platforms: The Complete 2026 Landscape Stackmatix
  21. Background on the Perplexity ads experiment before it was shut down. stackmatix.com Article Perplexity vs Google: What Marketers Need to Know About Perplexity Advertising Stackmatix
  22. Rare actual CPC and ROI data from AI-search ad campaigns. dataslayer.ai Article Perplexity Ads for Marketers: First Results, CPCs and ROI Data Dataslayer
  23. The industry-press account of why one major AI player rejected ads entirely. campaignlive.com Article Perplexity Pulls the Plug on Ads, Citing Trust Concerns for AI Campaign US
  24. OpenAI's own positioning of the channel, reported independently. marketingdive.com Article What Defines ChatGPT Ads? 'Super Intentional' Users, OpenAI Tells Cannes Marketing Dive

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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