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. The daily-limit and warmup rules that keep accounts alive, from a vendor with skin in the game. heyreach.io Guide 8 rules for safe and scalable LinkedIn connection automation HeyReach
  2. What safe automated messaging actually looks like at the workflow level. heyreach.io Guide The definitive guide to automated LinkedIn messaging HeyReach
  3. The cautionary tale: LinkedIn now takes down automation vendors themselves. joinvalley.co Article LinkedIn Automation Safety 2026: What HeyReach's Ban Means for Your Account Valley
  4. A balanced read on real ban risk versus scare marketing. wonda.sh Article Is LinkedIn Automation Safe? The HeyReach Ban, Explained Wonda
  5. Video Alex Hormozi's $100M LinkedIn Outreach Strategy Independent creator breaking down Hormozi's method (YouTube)
  6. Covers profile optimization, the step founders skip that doubles connection acceptance. cleverly.co Guide The Ultimate Guide to LinkedIn Prospecting Cleverly
  7. The same warm-then-DM logic applied to X, a underrated channel for developer and founder ICPs. dowhatmatter.com Guide Twitter (X) outbound for founders: 7-day plan Do What Matter
  8. A clear explainer from the tool many Clay builders use as their enrichment engine. fullenrich.com Guide B2B Email & Phone Waterfall Enrichment FullEnrich
  9. The numbers that justify the approach: match rates, bounce rates, and provider stacking. bettercontact.rocks Guide Waterfall Enrichment: Ultimate Guide BetterContact
  10. Shows waterfall enrichment built into an outreach tool, no Clay required. lemlist.com Guide Waterfall Enrichment: +80% Valid Emails With One Click lemlist
  11. Covers how enrichment quality directly feeds deliverability and reply rates. instantly.ai Guide B2B Waterfall Enrichment: The Ultimate Guide Instantly.ai
  12. Practical provider-ordering advice from a data vendor that lives on find rates. findymail.com Guide Waterfall Enrichment: The Complete B2B Guide Findymail
  13. A cheap DIY waterfall for bootstrapped founders not ready for Clay pricing. apify.com Tool Waterfall Contact Enrichment (free Clay alternative on Apify) Ryan Clinton (Apify)
  14. Video Clay 101 | Lesson 6: Enrich People Using Waterfalls Clay
  15. The structured lesson version with the full enrichment menu explained. university.clay.com Course Enriching People Data (Clay University lesson) Clay
  16. Teaches AI-agent enrichment for the data no database has, like niche firmographics. university.clay.com Course Enriching with Claygent (Clay University lesson) Clay
  17. A third-party breakdown of Clay's enrichment mechanics and credit economics. salesforge.ai Article Clay Enrichment: How does it work & how to build it? Salesforge
  18. Honest look at where Clay's enrichment shines and where alternatives are cheaper. databar.ai Article Clay Lead Enrichment: How It Works and What's Better Databar.ai
  19. Concrete provider-sequencing recipes with expected find-rate gains at each step. coldoutreachstack.com Guide Email Waterfall Enrichment Guide: Push Your Find Rate From 50% to 85%+ Cold Outreach Stack
  20. A hands-on review with real find-rate numbers rather than vendor claims. outreachark.com Article FullEnrich Review: Waterfall Enrichment That Actually Finds Contact Information Outreach Ark
  21. The plain-language version to share with a non-technical co-founder. cleverly.co Article What is Waterfall Enrichment and Why Every B2B Sales Team Needs It Cleverly
  22. Assesses the data quality of the database most founders start with. lagrowthmachine.com Article Apollo.io Review: Features, Pricing, Pros & Cons La Growth Machine
  23. An annual data snapshot of what reply rates and tactics look like right now. mailshake.com Article State of Cold Email (backed by data & results) Mailshake
  24. Millions of real emails analyzed to answer this exact question with data, not vibes. gong.io Article Does cold email even work any more? Here's what the data says Gong Labs

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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