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. Where the biggest sending platform thinks the channel goes next. instantly.ai Article Future of Cold Email: AI, Personalization & Automation Trends Shaping 2026-2027 Instantly.ai
  2. Large-sample benchmarks, including the surprising finding that founders reply most. belkins.io Article What are B2B Cold Email Response Rates? (Study) Belkins
  3. Platform-scale benchmark data to calibrate whether your campaign is broken or normal. instantly.ai Article Cold Email Response Rates: B2B Benchmarks Instantly.ai
  4. The warm-intro motion that increasingly carries the pipeline cold email used to. commsor.com Article 2025 Guide to Warm Introductions: Mixing Old Strategies with New Tech Commsor
  5. 1,305 GTM leaders on why outbound alone no longer hits targets. commsor.com Guide The Warm Intro Gap Report Commsor
  6. The steel-manned pessimist case, worth reading before you commit a quarter to outbound. medium.com Article Why Cold Outreach Is Failing in 2025 (And What to Do Instead) Letters on Growth (Medium)
  7. A balanced verdict separating dead tactics from the durable core of the channel. getboomerang.ai Article Death to Cold Outreach? The Honest Take Boomerang
  8. Existence proof that great campaigns still massively outperform, with the actual copy. tactics.30mpc.com Guide Steal the cold email campaign that gets 15%+ replies 30 Minutes to President's Club
  9. 400+ episodes of working outbound tactics, the ongoing answer to 'what still works'. outboundsquad.com Podcast Outbound Squad Podcast Jason Bay
  10. Subscribe link for the same feed on Apple, easy to sample the recent AI episodes. podcasts.apple.com Podcast Outbound Squad (Apple Podcasts) Jason Bay
  11. Video I Tried Alex Hormozi's $100M Cold Outreach Strategy In 2026 Independent creator (YouTube)
  12. Video This New Lead Magnet 5X Our Cold Email Reply Rate Independent cold email operator (YouTube)
  13. A single high-leverage finding: softening your CTA measurably lifts replies. growleads.io Article Interest-Based CTAs Beat Meeting Requests: 304K Email Study GrowLeads
  14. How founder content creates the warm surface area that makes cold outreach land. creators.spotify.com Podcast RV207: Chris Walker's LinkedIn Playbook Chris Walker (B2B Revenue Vitals)
  15. Marks the shift to running deep research directly over your own pipeline data. ir.hubspot.com Article HubSpot Launches First CRM Deep Research Connector With ChatGPT HubSpot
  16. Ready prompts for pipeline reviews, call prep, and account digests over CRM data. hubspot.com Tool HubSpot + ChatGPT Connector Prompt Library HubSpot
  17. The thinking behind the notetaker founders and VCs adopted by word of mouth. podcasts.apple.com Podcast Chris Pedregal: Building Granola (Invest Like the Best) Patrick O'Shaughnessy (Invest Like the Best)
  18. Covers the sales-call folders and shared-notes features founders use with their teams. techcrunch.com Article Granola raises $43M at $250M valuation, launches collaborative features TechCrunch
  19. A quick head-to-head to pick your notetaker: follow-up automation versus lightweight notes. fathom.ai Tool Granola vs. Fathom Fathom
  20. Live user-ranked directory when you want to compare beyond the big two. producthunt.com Tool The best AI notetakers (Product Hunt category) Product Hunt
  21. Data-backed rules for the email that actually books the next meeting. gong.io Article Scientific Tips for Writing the Perfect Follow-Up Sales Email Gong Labs
  22. Short, measurable tweaks for follow-up sequences that AI can apply automatically. gong.io Guide 4 Data-Backed Ways to Increase Your Email Reply Rate Gong Labs
  23. A practical map of triggers, sequences, and scoring for automated follow-up. monday.com Article AI lead follow up: how to build a successful sales system monday.com
  24. Where agentic follow-up genuinely works: fast, consistent responses to inbound interest. qualified.com Article How to automate lead follow-up with AI SDRs Qualified

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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