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 practitioner's honest notes on batch sizes and when chat cleaning breaks down. cfoproanalytics.com Article Using ChatGPT for Data Cleaning Tirabassi
  2. India's biggest creator-educator running a hands-on AI challenge. nas.com Course #2WeeksOfAI with ChatGPT and Warikoo Ankur Warikoo
  3. Primary source on the model that briefly topped the leaderboards, and what it targets. runway.com Article Introducing Runway Gen-4.5 Runway
  4. Covers the open-model route (Flux) for founders who want control or self-hosting. flyne.ai Guide How to Create Product Photography with Flux AI Flux AI
  5. Wide 15-tool sweep for sanity-checking any single vendor's pricing claims. web.archive.org Article How Much AI Video Generators Cost: Top 15 Tools' Pricing Compared ImagineArt
  6. The investment thesis doubles as a market map of Indian-language content demand. web.archive.org Article Why We Invested in Dubverse Kalaari Capital
  7. The compliance detail: takedown windows, metadata requirements, safe harbour risk. legal500.com Article IT Rules Deepfake Regulation: Three Hour Takedowns and AI Labelling Obligations Mondaq (India)
  8. The rule that makes AI-generated testimonials a five-figure-per-violation mistake. web.archive.org Article FTC Announces Final Rule Banning Fake Reviews and Testimonials US Federal Trade Commission
  9. Signals how aggressively the FTC reads AI-washing and synthetic content. web.archive.org Article FTC Announces Crackdown on Deceptive AI Claims and Schemes US Federal Trade Commission
  10. The living index of US AI-advertising guidance, bookmark it. web.archive.org Guide FTC: Artificial Intelligence (guidance hub) US Federal Trade Commission
  11. Breaks down exactly what Vercel changed (docs as static HTML, structured answers) to make ChatGPT its fastest-growing channel. web.archive.org Article How Vercel 10x'd ChatGPT Traffic to 10% of New Signups in 6 Months AI SEO Tracker
  12. A developer's technical teardown of Perplexity's multi-stage pipeline, from candidate pages to inline citations. ziptie.ai Article How Perplexity AI Answers Work: Retrieval, Ranking, and Citation Pipeline ZipTie.dev
  13. When and how a startup should (and should not) pursue a Wikipedia presence. web.archive.org Article Why Your Brand's Wikipedia Page Matters More Than Ever (For AI Citations) GrowthOS
  14. Summarizes the 400M-citation studies on which formats win by query intent. web.archive.org Article AI Citations Favor Listicles, Articles, and Product Pages: What the Data Means ALM Corp
  15. A quick reference for verifying the right OpenAI bot is hitting your logs. web.archive.org Guide What is OAI-SearchBot? Hall
  16. The original 12-month dataset behind the headline, with methodology you can inspect. 180marketing.com Article ChatGPT Traffic Converts 31% Better than Non-Branded Organic Search (94 Sites Analyzed) Visibility Labs
  17. Reconciles the conflicting conversion studies by category, so you benchmark against the right one. web.archive.org Article ChatGPT Traffic Converts 31% Higher Than Non-Branded Organic Search: Data Analysis ALM Corp
  18. A concrete end-to-end workflow for going from product shot to a testable creative batch. web.archive.org Guide The Ultimate Guide to Generating AI-Powered Ad Creatives at Scale AdCreative.ai
  19. The operating system behind teams shipping hundreds of ads a month without more headcount. runneth.com Guide How to Make Ads for Meta and TikTok in 2026 (high-volume production system) Motion
  20. Data-backed trend report on ad families, creative diversity, and AI's role in the mix. runneth.com Guide 2025 Ad Creative & Creative Strategy Trends Motion
  21. Free summit sessions from top creative strategists on AI-era ad production. runneth.com Course Make Ads That Convert 2025 (virtual summit) Motion
  22. The research-first creative strategy method that AI accelerates rather than replaces. runneth.com Guide How to Do Creative Strategy in 2025 Motion
  23. The '3-person teams make 300 ads a month' claim, with the product logic behind it. web.archive.org Article Icon: Story Icon (Kennan Davison)
  24. A performance-marketing company's shortlist, mapped to actual jobs in the workflow. runneth.com Guide 14 AI Tools for Performance Marketers in 2025 Motion

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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