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 academic evidence on where AI negotiation actually improves outcomes. ctl.mit.edu Article How AI Is Reshaping Supplier Negotiations MIT Center for Transportation and Logistics
  2. A structured session on the terms in-house lawyers fight hardest over, so you know where the bodies are buried. inhouseconnect.org Course Negotiating Vendor Agreements in the Age of AI: Deep Dive Into Key Terms In-House Connect
  3. Reference-grade coverage of every SaaS contract type you'll negotiate. sirion.ai Guide SaaS Agreements: A Definitive Guide Sirion
  4. A real founder documents delegating ~80% of his admin, invoice entry, daily bank reconciliation, order invoicing, to Claude,... dannorris.me Article How to replace your bookkeeper with AI Dan Norris (7-time founder, East Coast Roast)
  5. A practicing CPA gives six copy-able workflows (categorization checks, reconciliation research, AR collection emails) and is... growthy.com Guide How to Use Claude for Bookkeeping: 6 Workflows + Prompts Bobby Huang, CPA (SDO CPA / Growthy)
  6. The guardrails piece: what AI genuinely handles well (data entry, categorization, reconciliation) and why messy books in means... forbes.com Article Using Claude for Bookkeeping? Here's What Small Business Owners Should Know Forbes Advisor (with CPA sources)
  7. A VC operating partner's exact 4-step workflow using a Claude skill, gather data, prompt, verify the TL;DR answers five... gtm.stage2.capital Article Use AI to Write a Monthly Investor Update Mandy Cole (Stage 2 Capital)
  8. Includes a full copy-paste prompt that interviews you section by section (vision, highlights, challenges, asks) and drafts the... ottopohl.com Article AI For Investor Updates: A Concrete AI Use Case Otto Pohl (startup communications consultant)
  9. Copy-paste prompts for every hiring stage, JDs, screening criteria, behavioral interview questions, with clear warnings on what... aihr.com Guide ChatGPT for Recruiting: 20 Practical Prompts To Use Right Away AIHR (Neelie Verlinden & Andrea Boatman)
  10. A concrete founder playbook (calibration briefs, panels, signal capture) showing where AI note-taking and scoring actually fit... metaview.ai Article How to hire for a startup: the founder's operating model for the first 50 hires Metaview
  11. A simple five-step scorecard framework built for startups with no recruiting team, the structure that makes AI-assisted... dover.com Guide How to Create an Interview Scorecard: Step-by-Step Guide Dover
  12. First-person, 20-minute-setup account of connecting Claude to company docs via MCP so new hires converse with the knowledge... medium.com Article AI onboarding buddy: stop reading the docs, talk to them Almonzer Eskandar (Senior PM, Manychat)
  13. A founder-to-founder set of prompts for turning tribal knowledge into SOPs and onboarding docs, written for owners who hate... forbes.com Article 5 ChatGPT Prompts To Create Essential Business Documentation Jodie Cook (founder, Forbes contributor)
  14. Explains the landmark AI age-discrimination case in plain language and what employers should do now, the legal risk every... forbes.com Article What The Workday Lawsuit Reveals About AI Bias, And How To Prevent It Janice Gassam Asare, Forbes
  15. The other side of the coin: how candidates use AI to ace your interviews, and practical ways to redesign your process (work... hiretruffle.com Article AI interview cheating: The alarming rise of machine-aided job seekers Rachel Hubbard, Truffle
  16. India-specific view: adoption is exploding across IT, finance and BPO hiring, but tools miss regional-language resumes and... forbesindia.com Article When AI decides whom to hire Forbes India
  17. First-person walkthrough of a full pre-meeting / during / follow-up workflow that treats transcripts as raw input for Claude,... techysurgeon.substack.com Article I Built a Meeting OS with Claude and Granola. Here's How. Christian Pean, MD (Techy Surgeon)
  18. Step-by-step practitioner build connecting Granola to Claude via MCP, with ready-to-copy prompts for turning meeting notes into... the-ai-corner.com Guide I built a second brain in 10 minutes with Granola + Claude ($38/month) Ruben Dominguez (The AI Corner)
  19. A working VC compares the notetakers founders actually meet across the table, including etiquette on bots in fundraising calls. valueaddvc.com Article Top 6 AI Notetaking Tools for Investor Meetings: Granola, Otter, Fireflies and More Ranked Trace Cohen (GP, Six Point Ventures)
  20. First-person test running 80-120 daily emails through Superhuman's AI drafting and sorting for weeks, with a clear verdict on... techpoint.africa Article I tested Superhuman AI, my full, honest review Fredrick Eghosa (Techpoint Africa)
  21. The no-cost starting point, practical steps for thread summaries, inbox Q&A, and AI-drafted replies inside the Gmail most... blog.google Guide How to use Gemini in Gmail to manage your inbox like a pro Google (official Gmail blog)
  22. A working founder's complete tool-by-tool stack, Claude, Granola, Wispr Flow, Attio and more, with honest notes on what saves... andrew.today Article My AI Productivity Stack (2026) Andrew Yeung (founder, Fibe)
  23. Shows the minimal version of an AI operating system: a weekly planning skill plus a daily morning brief, with the reasoning to... knowledgework.substack.com Article My whole productivity system is two Claude AI skills Ev Chapman (Knowledge Work)
  24. A plain-English primer from the company behind the automation tool most founders already know, useful for grounding the... zapier.com Article Automation vs. AI: What's the difference? Zapier

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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