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. 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
  2. Two product-minded VCs and Granola's CEO on meetings as your company's real knowledge base. hallwaychat.co Podcast Granola and the art of invisible AI (Hallway Chat) Hallway Chat
  3. Pedregal on how founders actually use accumulated meeting context to make decisions. open.spotify.com Podcast Granola CEO: how to build in a crowded AI market (Silicon Valley Girl) Silicon Valley Girl
  4. The Fireflies CEO on what founders should mine from their conversation data next. beginnersguideto.ai Podcast Fireflies, foresight and the fast lane of AI: Krish Ramineni tells all A Beginner's Guide to AI
  5. A builder-to-builder conversation on turning raw speech into structured, searchable insight. assemblyai.com Article Krish Ramineni on building Fireflies (Assembly Required) AssemblyAI
  6. A year of call-data findings you can test against your own transcripts. gong.io Article The best sales insights of 2025 Gong Labs
  7. 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
  8. The benchmark product for cross-call insight, worth knowing even if you start with prompts. gong.io Tool Gong conversation intelligence Gong
  9. 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
  10. A ready-made AI play for Claude or ChatGPT that outputs a call brief in one shot. amplemarket.com Tool Pre-call research brief (Amplemarket Skills) Amplemarket
  11. The same research muscle applied to events, where founders do half their selling. amplemarket.com Tool Conference networking prep (Amplemarket Skills) Amplemarket
  12. Prep briefs delivered to your inbox each morning before every call on the calendar. cirrusinsight.com Tool Meeting AI: automate sales prep and research Cirrus Insight
  13. A structured 90-second company-brief prompt replacing 30 minutes of manual search. reruption.com Article Automate prospect research with ChatGPT Reruption
  14. 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
  15. 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
  16. Combines the contact database with AI research so prep starts from real data. apollo.io Tool Apollo AI: sales intelligence with 230M+ contacts Apollo.io
  17. 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
  18. Video Which sales strategy is best for your startup? Y Combinator
  19. Short, tested prompts including pre-call briefs and objection prep. sellmethispen.ai Article 9 time-saving AI prompts for sales SellMeThisPen
  20. A broad prompt library spanning research, discovery, and follow-up. juma.ai Guide 17 ChatGPT prompts for sales Team-GPT
  21. 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
  22. Written for founders, not RevOps teams, starting from near-zero data. growleads.io Guide Predictive lead scoring: essential guide for SaaS founders Growleads
  23. The clearest explanation of how predictive scoring models actually work. demandbase.com Guide The B2B guide to AI lead scoring: benefits, models, and strategy Demandbase
  24. Practical setup for real-time scoring on engagement signals, not just firmographics. monday.com Article AI-driven lead qualification: score and prioritize faster monday.com

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
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