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. 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
  2. A product leader clones herself live, uncanny moments included, so you know what to expect. podcasts.apple.com Podcast Gemini Omni: Clone yourself with AI in under 15 minutes How I AI (Claire Vo)
  3. 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
  4. Independent European tech press stress-tests the avatar category leader. sifted.eu Podcast Can anything stop Synthesia? Sifted (Financial Times)
  5. The definitive founder interview on where voice AI is going and how ElevenLabs stays ahead. sequoiacap.com Podcast ElevenLabs' Mati Staniszewski: Why voice will be the interface Sequoia Training Data
  6. Covers text-to-speech, licensed AI music, and voice agents in one founder-friendly sweep. podcasts.apple.com Podcast ElevenLabs CEO: Why Voice is the Next AI Interface The a16z Show
  7. Two of Europe's fastest AI founders compare notes on building on moving model ground. sequoiacap.com Podcast Scaling AI Rocketships: ElevenLabs' Mati & Lovable's Anton Sequoia Capital
  8. Emotion and multilingual UX in voice, the details that decide if your audio feels human. pigment.com Podcast Voice & AI: Mati Staniszewski on Perspectives Perspectives (Pigment)
  9. The business behind the voice tool you are about to depend on. open.spotify.com Podcast Mati Staniszewski: $11bn valuation and $330m ARR Scaling Europe
  10. 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
  11. Video ElevenLabs Voice Cloning Tutorial Made Simple YouTube tutorial
  12. Creator-perspective guide covering narration workflows beyond the basic clone. feisworld.com Guide ElevenLabs Tutorial: Voice Cloning Step-by-Step Guide Feisworld Media
  13. Video Mikey Shulman answers your questions about Suno and making music with AI Lightspeed Venture Partners
  14. How music LLMs work, explained for builders, plus honest limits. open.spotify.com Podcast Inside Suno, the AI Music App You Won't Stop Listening To Behind the Craft (Peter Yang)
  15. 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)
  16. The industry-side view, including the licensing questions founders should track. open.spotify.com Podcast How Suno's AI Is Disrupting the Music Industry w/ Mikey Shulman Billboard On The Record
  17. 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
  18. The team behind Audio Overviews explains why the format landed, useful for content strategy. sequoiacap.com Podcast NotebookLM's Raiza Martin and Jason Spielman on delightful AI podcast hosts Sequoia Training Data
  19. 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
  20. 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
  21. The launch of accurate in-image text, the feature that unlocked AI marketing graphics. openai.com Article Introducing 4o Image Generation OpenAI
  22. Structured hands-on intro to prompt-based image editing with your own photos. codecademy.com Guide How to use Gemini 2.5 Flash Image (Nano Banana) Codecademy
  23. Concrete ecommerce transformations, pack shot to lifestyle scene, you can copy directly. marketing4ecommerce.net Article 10 wild examples of how to use Nano Banana Marketing4eCommerce
  24. A PPC agency's prompt patterns for ad-ready product imagery. jumpfly.com Guide How to Write High-Performance Image Prompts for Nano Banana JumpFly

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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