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 GTM investor's synthesis of where mid-funnel search remains a goldmine for startups. thegtmnewsletter.substack.com Article How to do SEO right in 2025 (hint: it's not dead) Sophie Buonassisi (GTMfund)
  2. The freshest behavioral numbers on what still earns clicks, in two minutes of reading. linkedin.com Thread State of Search Q3 preview: Google CTRs and zero-click data Rand Fishkin
  3. Independent confirmation of the CTR collapse, useful when you need a second source. emarketer.com Article Google AI Overviews decrease CTRs by 34.5%, per new study eMarketer
  4. A free, structured roadmap that slots AI search work into a sane overall SEO plan. learningseo.io Guide Learn How to Optimize for AI Search Platforms (GEO, AEO, LLMO) Aleyda Solis (LearningSEO.io)
  5. A blunt founder take on why 6-12 month keyword bets are wrong for pre-PMF companies. blog.mean.ceo Article SEO Is Dead (For Startups) MEAN CEO (startup blog)
  6. A view from the Indian startup ecosystem on blending SEO and GEO early. linkedin.com Thread How Bangalore founders outshone others in SEO and GEO Kritika Kanodia
  7. Explains what AI visibility data actually means and how to act on it, not just stare at it. ahrefs.com Article Ahrefs Brand Radar: Turn AI Into Your Newest Sales Channel Ahrefs
  8. An honest three-way teardown matched to company stage and budget. discoveredlabs.com Article Profound vs Peec vs Otterly: Which AI Visibility Platform Should You Buy? Discovered Labs
  9. A seasoned operator maps the whole crowded tool landscape so you do not overbuy. blog.timsoulo.com Article 14 Profound AI Alternatives for AI Search Visibility Tracking Tim Soulo (ex-Ahrefs CMO)
  10. Use-case-first comparison that separates monitoring, optimization, and reporting tools. frase.io Article The 10 Best AI Visibility Tools (Compared by Use Case) Frase
  11. An ecommerce SaaS's practical evaluation of monitoring tools for consumer brands. yotpo.com Article 15 Best LLM Monitoring Tools for Brand Visibility Yotpo
  12. Explains why citation tracking beats mention counting when you want to know what to fix. signal-ai.com Article A Better Way to Track LLM Brand Mentions with AI Citations Signal AI
  13. Context on the enterprise end of the market so you know what you are (not yet) paying for. lsvp.com Article Profound: Building the Marketing Command Center for the AI Era Lightspeed Venture Partners
  14. Defines the share-of-voice metric and realistic benchmarks for a young brand. maxaeo.ai Article ChatGPT Share of Voice: How to Measure, Benchmark, and Improve It MaxAEO
  15. A seven-step audit built around buyer questions, not vanity name-checks. orr-consulting.com Guide How to Audit Your AI Visibility: A Founder's Field Guide Orr Consulting
  16. A YC-backed take on GEO tooling from ex-Google Search PMs, worth watching as the space matures. ycombinator.com Article Launch YC: AthenaHQ, Get Your Brand Discovered on ChatGPT AthenaHQ (Y Combinator)
  17. Large-scale evidence that mentions and citations are different things, and how each is earned. semrush.com Article How AI Search Really Works: Findings from Our AI Visibility Study Semrush
  18. Shows even one assistant cites differently by mode, so you must test prompts, not assume. semrush.com Article Only 25% of cited sources overlap between ChatGPT's reasoning modes Semrush
  19. 3.7M citations analyzed: 91% of cited URLs appear in only one engine, which changes your whole strategy. growth-memo.com Article The Consensus Gap Kevin Indig (Growth Memo)
  20. Reputation specialists explain the authority and extractability signals engines reward. fiveblocks.com Article How do AI-powered search engines like Perplexity rank and cite sources? Five Blocks
  21. Primary source on how ChatGPT rewrites queries and picks sources when it searches the web. help.openai.com Guide ChatGPT Search (official help article) OpenAI
  22. Original research on 31k keywords showing what answer engines actually cite versus what ranks. graphite.io Article AI Content In Search & LLMs Graphite
  23. A quarter-million responses analyzed to show where models' brand opinions actually come from. seerinteractive.com Article The GEO Olympics Study: What 231,347 LLM Responses Reveal About AI Brand Visibility Seer Interactive
  24. A plain-language walkthrough of the founding research if you skip the arXiv PDF. thegeocommunity.com Article The Original GEO Paper: Princeton & IIT Delhi Study Findings Explained The GEO Community

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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