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. Covers the Otter class action, the cautionary tale about tools training on your calls. hrsource.org Article AI notetakers: you 'Otter' be careful HR Source
  2. A clean explainer of one-party vs two-party consent you can absorb in five minutes. legalsoul.com Article Do lawyers need client consent to use AI meeting notetakers? LegalSoul
  3. The practical escape hatch: capture calls without any bot appearing in the room. sybill.ai Article Best bot-free AI notetaker for sales calls Sybill
  4. A complete founder workflow for turning call data into ICP, messaging, and playbooks. knowledge.gtmstrategist.com Article The AI playbook for scaling founder-led sales GTM Strategist, Maja Voje
  5. Shows real custom-GPT workflows for mining large piles of customer feedback. lennysnewsletter.com Article I'm incapable of doing my job without AI: a top PM's second brain Lenny's Newsletter, How I AI
  6. Concrete prompts for extracting objections, engagement, and pitch fixes from one transcript. wudpecker.io Article Unleashing the power of ChatGPT to analyze sales calls Wudpecker
  7. The highest-ROI analysis a founder can run: why you actually lose. arrows.to Guide Analyze your closed-lost sales calls with ChatGPT to improve win rates Arrows
  8. How to interrogate a whole quarter of calls instead of one at a time. sybill.ai Article How to find deal answers with AI call transcript analysis Sybill
  9. Compares the two tools built for clipping and sharing customer moments across the team. tldv.io Article tl;dv vs Grain: what's the best AI notetaker for your business? tl;dv
  10. Practical recipes for squeezing pipeline and messaging signal out of recordings. tldv.io Article 9 ways to use call recordings to forecast sales success tl;dv
  11. Maps the VoC tool landscape when transcripts start piling up faster than you can read. blog.buildbetter.ai Article 10 AI-powered tools for analyzing the voice of the customer BuildBetter
  12. Shows how VoC programs move beyond surveys to conversation mining. sentisum.com Article AI in voice of the customer: 9 tools and use cases SentiSum
  13. A builder-to-builder conversation on turning raw speech into structured, searchable insight. assemblyai.com Article Krish Ramineni on building Fireflies (Assembly Required) AssemblyAI
  14. A year of call-data findings you can test against your own transcripts. gong.io Article The best sales insights of 2025 Gong Labs
  15. What conversation intelligence means as a category, so you know what to build vs buy. gong.io Article Maximizing sales with conversation intelligence software Gong
  16. A full prep system with realistic time savings and the human-review caveats spelled out. marketbetter.ai Guide The complete guide to AI meeting prep for sales teams MarketBetter
  17. A structured 90-second company-brief prompt replacing 30 minutes of manual search. reruption.com Article Automate prospect research with ChatGPT Reruption
  18. Prompts tuned for multi-stakeholder deals where prep depth actually decides outcomes. chatae.ai Article Best ChatGPT prompts for enterprise sales, with real examples ChatAE
  19. Shows how prior-call context carries into your next meeting automatically. granola.ai Guide How to use AI to take meeting notes: a step-by-step guide Granola
  20. Positions prep and research within the broader selling skillset a founder must build. apollo.io Guide How to learn sales: skills, training, AI tools Apollo.io
  21. Short, tested prompts including pre-call briefs and objection prep. sellmethispen.ai Article 9 time-saving AI prompts for sales SellMeThisPen
  22. A broad prompt library spanning research, discovery, and follow-up. juma.ai Guide 17 ChatGPT prompts for sales Team-GPT
  23. Data on which questions to walk in with, so your prep produces the right ones. salesprep.ai Article What 519,000 sales calls teach us about discovery questions Salesprep
  24. Written for founders, not RevOps teams, starting from near-zero data. growleads.io Guide Predictive lead scoring: essential guide for SaaS founders Growleads

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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