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. Settles the wordmark-versus-vector question with side-by-side outputs. rangy.ai Article Ideogram vs Recraft for logos: honest verdict Rangy
  2. A second opinion on the same matchup, with workflow recommendations. maginary.ai Article Recraft vs Ideogram: AI design tools compared Maginary
  3. The tool that gets you a real vector SVG, which printers and app stores need. recraft.ai Tool Recraft AI logo generator Recraft
  4. A full identity exploration in Midjourney, from moodboard to direction. medium.com Article How to use Midjourney to design a brand identity Fahim Bin Omar
  5. An India-based roundup with worked examples for each tool. officechai.com Article 24 best AI tools for logo design, with examples OfficeChai
  6. One person actually ran the tools head-to-head instead of paraphrasing feature lists. medium.com Article I tested 30+ AI logo generators and ranked the top 9 Anangsha Alammyan
  7. Video Midjourney logo design: prompts and tutorial YouTube educator
  8. Video Create your own logo with ChatGPT and Canva: step-by-step YouTube educator
  9. Video ChatGPT can create a complete branding kit (logos, labels, social media) YouTube educator
  10. Video How to create a brand kit in Canva (Pro tutorial) YouTube educator
  11. A structured course covering naming, color research, and logo generation end to end. skillshare.com Course Branding with AI: name your brand and design a strong logo with ChatGPT + Canva Ronny Hermosa (Skillshare)
  12. The same skill set with a certificate format if you prefer guided projects. coursera.org Course Name your brand and design a logo with ChatGPT + Canva Coursera
  13. A clear decision framework for the exact moment every founder faces: bolt on AI, ignore it, or rethink the product. founderprompts.com Article "Should we add AI?" Here is how to decide Vasil (Founder Prompts)
  14. The UX research heavyweights on why novelty chatbots harm products and what user value actually looks like. nngroup.com Article AI Features Must Solve Real User Problems Nielsen Norman Group
  15. A blunt scorecard of which AI product ideas changed user behaviour and which quietly flopped. a16z.com Article State of Consumer AI 2025: Product Hits, Misses, and What's Next a16z
  16. Four consumer investors on why subtle product choices now matter more than raw model quality. a16z.com Podcast Where Does Consumer AI Stand at the End of 2025? a16z (Anish Acharya, Olivia Moore, Justine Moore, Bryan Kim)
  17. The canonical reframe: sell the finished work, not a 15% productivity tool, and your market gets 10-50x bigger. sarahtavel.com Article AI startups: Sell work, not software Sarah Tavel (Benchmark)
  18. Tavel pressure-tests her own thesis with what she has since seen in real AI startups. sarahtavel.com Article A few "Sell Work, Not Software" updated thoughts Sarah Tavel (Benchmark)
  19. Veteran product leaders on AI at the core versus AI at the edge, the distinction most founders miss. lennysnewsletter.com Podcast How AI is reshaping the product role | Oji and Ezinne Udezue Lenny's Podcast
  20. YC group partners distil patterns from hundreds of AI startups they funded, including what users reward. ycombinator.com Podcast The Truth About Building AI Startups Today (Lightcone Ep. 1) Y Combinator (Lightcone Podcast)
  21. Video A Cheeky Pint with Intercom Cofounder Des Traynor Cheeky Pint (John Collison, Stripe)
  22. The full transcript, including the memorable rule against force-feeding users AI they never asked for. cheekypint.substack.com Article Des Traynor on reinventing Intercom and avoiding "foie gras" features Cheeky Pint (Stripe)
  23. A rare honest post-mortem from a product team on which AI bets worked in production and which had to be killed. hex.tech Article Bitter lessons building AI products Hex
  24. Includes Carta's hard-won lesson on separating model behaviour from UX when shipping AI features. review.firstround.com Article The 30 Best Pieces of Company Building Advice We Heard in 2025 First Round Review

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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