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. Trade-press view on when 'made with AI' becomes the story instead of your product. mediapost.com Article What Marketers Can Learn From Backlash To Coke AI Ads MediaPost
  2. Quick, shareable summary of the backlash mechanics for your team. contentgrip.com Article Coca-Cola's AI holiday ad triggers backlash ContentGrip
  3. The moment the internet's favourite quality benchmark fell, with the footage. petapixel.com Article Google's Veo 3 Nails the Infamous Will Smith Eating Spaghetti Test PetaPixel
  4. Two years of quality progress compressed into one legible story. hackernoon.com Article How Will Smith Eating Spaghetti Became a Benchmark for AI Video Progress HackerNoon
  5. Where the quality frontier sits after the benchmark broke, and what still fails. forbes.com Article AI Nailed The 'Will Smith Eating Spaghetti' Test. What Now? Dani Di Placido, Forbes
  6. The person with the most skin in the game defines where the uncanny valley actually sits. fortune.com Article What makes an AI avatar seem human, according to Synthesia's CEO Fortune
  7. Argues the winning move is leaning into AI's otherness instead of faking realism. musebyclios.com Article Is Ad Biz Rediscovering Its Voice in AI's Uncanny Valley? Muse by Clios
  8. Structured, example-driven orientation to Veo's actual strengths. datacamp.com Article Veo 3: A Guide With Practical Examples DataCamp
  9. Independent context on how fast the quality lead changes hands, an argument against lock-in. cnbc.com Article Runway rolls out Gen-4.5 AI video model that beats Google, OpenAI CNBC
  10. Where the tool landscape converges next, from the investor who backed ElevenLabs and Krea. x.com Thread Justine Moore on multimodal, anything-in anything-out models a16z / Justine Moore
  11. The API route to Veo for founders who want video generation inside their own product. cloud.google.com Article Veo 3 available for everyone in public preview on Vertex AI Google Cloud
  12. The clearest map of the avatar landscape and which use cases are actually working. x.com Thread New a16z thesis: AI avatars (market map) Justine Moore (a16z)
  13. Candid founder interview including the enterprise pivot that made avatars a business. upstartsmedia.com Article Synthesia's Victor Riparbelli On AI Video, Fringe Ideas, And Startup Lies Upstarts Media
  14. Practitioner review with real ROAS numbers from AI-actor campaigns. ecomrepublic.com Article Arcads: The AI UGC Generator That's Replacing Human-Made Ad Creative Ecom Republic
  15. An influencer-marketing agency explains when AI UGC beats real creators and when it doesn't. inbeat.agency Guide AI UGC Ads: The Future of Content Creation in Advertising inBeat Agency
  16. India-specific costs (about Rs 1,700 per video) and Hindi/Hinglish lip-sync realities. truefan.ai Guide The Ultimate Guide to AI UGC Video Creator India TrueFan AI
  17. Conference-distilled practical framing of avatar video for marketing teams. marketingaiinstitute.com Article How to Harness AI for Video Creation with Joshua Xu Marketing AI Institute
  18. Clean written setup guide including the audio-quality requirements that make or break a clone. xray.tech Guide ElevenLabs Voice Clone Tutorial: Step-by-Step Setup XRAY.tech
  19. Creator-perspective guide covering narration workflows beyond the basic clone. feisworld.com Guide ElevenLabs Tutorial: Voice Cloning Step-by-Step Guide Feisworld Media
  20. The engineering story behind AI music, useful before you rely on it commercially. amplifypartners.com Article How Suno Builds AI That Creates Music Barrchives (Amplify Partners)
  21. The fastest way to turn your docs and decks into listenable audio content. forbes.com Article How To Create An AI Podcast About Anything In Seconds With NotebookLM Roger Dooley, Forbes
  22. A podcast-tools company honestly tests where NotebookLM audio is and isn't good enough. descript.com Article Notebook LM: Turn Documents into Your Own Podcasts Descript
  23. Primary source on the image model that made real-product editing mainstream. blog.google Article Nano Banana Pro: Gemini 3 Pro Image model Google DeepMind
  24. The launch of accurate in-image text, the feature that unlocked AI marketing graphics. openai.com Article Introducing 4o Image Generation OpenAI

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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