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. The reference-grade background so you can speak precisely about the problem. en.wikipedia.org Article Hallucination (artificial intelligence) Wikipedia
  2. Covers JSON-LD structured data as a machine-readable correction channel. metricusapp.com Article Fix AI Brand Hallucinations: Why ChatGPT Describes Your Company Incorrectly Metricus
  3. A reputation firm's whitepaper on managing what models say before a crisis hits. statuslabs.com Guide AI and the Future of Reputation Management Status Labs
  4. Agency research on how brands monitor and correct AI narratives at scale. 5wpr.com Article The AI-Era Brand Intelligence Playbook 5WPR
  5. Catch wrong answers early with a monitoring cadence instead of finding out from a customer. riffanalytics.ai Article AI Brand Monitoring: The Playbook for Proactive Reputation Tracking Riff Analytics
  6. Founder-specific: what to do in the first 48 hours after finding a damaging AI claim. belkinmarketing.com Article AI Predictive Reputation Management: A Founder's Crisis Playbook Belkin Marketing
  7. A PR firm audits itself and publishes the correction playbook it derived, receipts included. bospar.com Article Our Own AI Audit Defines the Playbook for AI Brand Visibility Bospar PR
  8. The founder's own launch thread explains exactly how AI assembles winning ads from your clip library. x.com Thread Excited to introduce Icon, The First AI Admaker Kennan Davison
  9. Shows where agentic ad creation is heading, from concepting to scaled A/B testing, from the investors backing it. kindredventures.com Article Creatify: AI agents for generating video ads at scale (Series A announcement) Kindred Ventures
  10. A trusted Meta ads operator separates the AI creative tactics that work from the hype. foxwelldigital.com Guide AI and Creative for Meta Ads in 2025: A Definitive Guide Andrew Foxwell (Foxwell Digital)
  11. A practical small-budget testing setup for AI-generated ads from a top performance creative. x.com Thread Dara Denney on testing AI ads across different budgets Dara Denney
  12. Independent reporting on what Meta's generative ad tools actually change for advertisers. marketingbrew.com Article How Meta's AI push is changing ad creation Marketing Brew
  13. A creative agency actually tested the generator tools, so you skip the trial-and-error. superside.com Article 10 Best AI Ad Creative Generators & Tools (Tested) Superside
  14. Sensible framing of where AI belongs in each stage of the creative process. goprimer.com Article Make Ads That Convert: AI in the Creative Process Primer
  15. First-party training on marketing use cases straight from the people building the model. openai.com Course ChatGPT for marketing teams (OpenAI Academy) OpenAI
  16. Concrete prompt patterns for audience insights, messaging tests, and campaign angles. academy.openai.com Guide ChatGPT for marketing: use cases OpenAI Academy
  17. A measurement company's sober take on where genAI genuinely moves performance numbers. funnel.io Article How generative AI is transforming performance marketing Funnel
  18. Copy-paste persona prompts from a long-running independent ecommerce publication. practicalecommerce.com Article ChatGPT Prompts for Customer Personas Practical Ecommerce
  19. A user-research tool's honest take on where AI personas help and where they mislead. looppanel.com Guide How to Create a ChatGPT Persona in 2025 Looppanel
  20. Practical audience-intelligence and targeting-strategy prompts for early-stage marketers. m1-project.com Guide How to Use ChatGPT for Marketing M1-Project
  21. Ad-specific prompts from a tool used daily by performance creative teams. foreplay.co Guide How to Use ChatGPT for Facebook Ads: 10 Useful Prompts Foreplay
  22. Performance-tested prompts tied to metrics, not just clever copy. pixis.ai Article 18 ChatGPT Prompts for Ad Creative and Copywriting That Improve Performance Pixis
  23. Structured variant-generation templates built around PAS, BAB, and AIDA frameworks. get-ryze.ai Guide ChatGPT Prompts for Facebook Ads: 15 Copy Templates That Work Ryze AI
  24. Mainstream verification of the most cited small-team, big-spend AI app story. cnbc.com Article 18-year-old CEO's calorie app Cal AI makes $1.4 million a month CNBC

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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