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. Share-of-voice tracking across five AI platforms in one dashboard. llmpulse.ai Article How to Track Brand Mentions in AI Search LLM Pulse
  2. How LLMs learn brands: words that co-occur with your name. advancedwebranking.com Article Branding in the Age of AI and Zero-Click SERPs (Rand Fishkin) Advanced Web Ranking ft. Rand Fishkin
  3. Hands-on test results before you commit to a subscription. visiblie.com Article 8 Best AI Visibility Tools Tested & Ranked Visiblie
  4. Benchmark your channel mix and metrics against 1,000+ teams. hubspot.com Guide HubSpot 2026 State of Marketing Report HubSpot
  5. Founder-community debate on what the +22% engagement number really means. indiehackers.com Article Buffer Analyzed 1.2 Million AI Posts (discussion) Indie Hackers
  6. Prompt-sampling methodology for consistent mention tracking. vizibleai.com Guide How to Track Brand Mentions in ChatGPT, Gemini, and Perplexity Vizible AI
  7. The canonical breakdown of the first AI-generated ad to air during the NBA Finals, tool by tool. adage.com Article How Kalshi made an AI ad using Google Veo 3 Ad Age
  8. Flow is where most founder Veo workflows actually live; this is the official launch explainer. blog.google Article Introducing Flow: Google's AI filmmaking tool designed for Veo Google
  9. The launch thread with side-by-side examples so you can judge output quality yourself. x.com Thread Runway introduces Gen-4 (announcement thread) Runway
  10. A demo-specific walkthrough, useful when the ad tutorials skew too cinematic. kaizenaiconsulting.com Guide How to Create Product Demo Videos Using Veo 3.1 and Google AI Studio Kaizen AI Consulting
  11. The screen-capture-first demo workflow, the right call when your product is software not pixels. supademo.com Guide How to Make a SaaS Product Demo Video With AI Supademo
  12. SaaS-flavoured Veo + Flow recipes: founder messages, demos, and explainer formats. creolestudios.com Guide AI Video Creation with Veo 3 and Flow for SaaS Creole Studios
  13. a16z's games team distills why seed-stage launch videos now get millions of views without agencies. speedrun.substack.com Guide How to Make a Viral Launch Video a16z speedrun
  14. A CMO-level operator maps exactly which agency functions AI absorbs first. news.bulldozer-collective.com Article The one-person marketing team (with AI) Kieran Flanagan (HubSpot)
  15. Frames the macro shift: why leverage per person is exploding across every creative function. forbes.com Article The Billion-Dollar Company Of One Is Coming Faster Than You Think Mark Minevich, Forbes
  16. The moment the 'one person and 10,000 GPUs' prediction stopped being theoretical. x.com Thread Sam Altman on winning the one-person billion-dollar company bet The Rundown AI
  17. Puts the $2,000 spot against the $200,000 agency equivalent, line item by line item. news.designrush.com Article Kalshi's $2K NBA Finals AI Ad Shows Why Big-Budget Commercials Are Dying DesignRush
  18. Documents the 95% production cost cut that made a solo national ad possible. eweek.com Article First Completely AI-Generated Ad Played During NBA Finals eWeek
  19. 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
  20. Actual consumer testing of AI ads instead of Twitter vibes. kantar.com Article Rethinking AI-generated advertising: how real people really react Kantar
  21. India-market analysis of why imported AI aesthetics collapse local emotional connection. campaignindia.in Article AI ads and the uncanny valley problem Campaign India
  22. 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
  23. 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
  24. 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

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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