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. Payments-industry data on how fast delegated AI purchasing is actually arriving. checkout.com Guide Agentic Commerce Report: How AI Is Reshaping Brand Competition Checkout.com
  2. Covers the fulfillment angle: agents evaluate delivery reliability, not just price. nshift.com Article The rise of agentic commerce: How AI agents will shop for your customers nShift
  3. A brand-marketer's view of keeping customer relationships when an agent is the shopper. braze.com Article Agentic Commerce: A Complete Guide for Brands Braze
  4. An end-to-end checklist from feed to product page copy for ChatGPT Shopping. e2msolutions.com Guide How to Get Your Products Discoverable on ChatGPT Shopping E2M Solutions
  5. A large consumer brand and an AEO platform compare notes on winning AI-driven purchase journeys. podcasts.apple.com Podcast Expedia x Profound: Competing in an AI-Driven Search World Expedia & Profound
  6. The most complete step-by-step correction workflow from a neutral trade publication. searchengineland.com Guide How to identify and fix AI hallucinations about your brand Search Engine Land
  7. Frames AI answers as a reputation surface you must manage like reviews or press. searchengineland.com Article AI and online reputation: How to stay in control Search Engine Land
  8. Distinguishes retrieval errors (fixable in days) from training errors (fixable in model cycles). maxaeo.ai Article ChatGPT Wrong Information About My Company? How to Fix It MaxAEO
  9. Includes the data point that 61% of brand-fact errors trace to a live cited page. derivatex.agency Guide How to Fix Brand Hallucinations in ChatGPT (Step by Step) Derivatex
  10. Explains entity conflation, the classic failure mode for startups with common names. geotoolbox.ai Article AI Hallucinations: Why AI Gets Your Brand Wrong & How to Fix It GEO Toolbox
  11. A clear technical explainer of why confident wrongness happens at all. context-link.ai Article ChatGPT Hallucination: Why It Makes Things Up & How to Fix Context Link
  12. The reference-grade background so you can speak precisely about the problem. en.wikipedia.org Article Hallucination (artificial intelligence) Wikipedia
  13. 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
  14. 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
  15. Agency research on how brands monitor and correct AI narratives at scale. 5wpr.com Article The AI-Era Brand Intelligence Playbook 5WPR
  16. 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
  17. 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
  18. 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
  19. One of the few trackers that explicitly flags hallucinations about your brand, not just mentions. siftly.ai Tool AI Brand Monitoring Tool for ChatGPT, Perplexity & AI Overviews Siftly
  20. 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
  21. Video Kennan Davison on Icon, the AI Admaker, and Raising from Founders Fund Kennan Davison (interview)
  22. An AI ad maker that turns your clips and assets into many testable ad variations; the reference product for AI creative volume... icon.com Tool Icon: The Human Admaker Icon
  23. 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
  24. The most accessible starting tool for static and banner creative generation at volume. adcreative.ai Tool AdCreative.ai AdCreative.ai

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
eChai Partner Brands The partnership →