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. The India-market view: SMEs and regional brands skipping agencies, and the quality risk that follows. business-standard.com Article AI-made ads promise cheaper reach, but can brands avoid the slop trap? Business Standard
  2. Actual consumer testing of AI ads instead of Twitter vibes. kantar.com Article Rethinking AI-generated advertising: how real people really react Kantar
  3. India-market analysis of why imported AI aesthetics collapse local emotional connection. campaignindia.in Article AI ads and the uncanny valley problem Campaign India
  4. Names the trust cost of synthetic endorsers that founders often ignore. techradar.com Article AI video commercials are spreading, but people won't trust uncanny valley endorsements TechRadar
  5. The highest-profile cautionary tale: a legendary emotional brand failing the bar twice. forbes.com Article Coca-Cola Sparks Backlash With AI-Generated Christmas Ad, Again Dani Di Placido, Forbes
  6. Craft-level autopsy of the specific frames that broke, useful as a checklist. creativebloq.com Article What brands can learn from Coca-Cola's terrible AI Christmas ad Creative Bloq
  7. 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
  8. Quick, shareable summary of the backlash mechanics for your team. contentgrip.com Article Coca-Cola's AI holiday ad triggers backlash ContentGrip
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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)
  15. HeyGen's CEO explains how avatar video is assembled under the hood and where it breaks. open.spotify.com Podcast Can AI replace the camera? with Joshua Xu from HeyGen No Priors (Sarah Guo & Elad Gil)
  16. Founder plus investor on why 40,000+ businesses pay for avatar video. cognitiverevolution.ai Podcast AI Avatars & the Future of Video, with HeyGen CEO Joshua Xu and Benchmark's Victor Lazarte The Cognitive Revolution
  17. Covers the consent and deepfake guardrails a founder must understand before cloning anyone. open.spotify.com Podcast HeyGen's Josh Xu on trust, safety and interactive avatars Unsupervised Learning (Jacob Effron)
  18. The enterprise avatar pioneer on what businesses actually use avatars for. accel.com Podcast Synthesia's Victor Riparbelli on harnessing AI's benefits and reducing harm Accel, Spotlight On
  19. Accessible tour of avatar upside and risk you can share with a non-technical cofounder. open.spotify.com Podcast How AI digital doppelgangers could change how we communicate The TED AI Show
  20. Synthesia's CEO on model wars and why the application layer wins in avatar video. thetwentyminutevc.com Podcast Victor Riparbelli on 20VC The Twenty Minute VC
  21. 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
  22. Video Create Videos with Custom Avatars in Minutes | Full HeyGen Guide YouTube tutorial
  23. 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
  24. 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

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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