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. Survey data from a million-reader audience on what startups actually use, CRM included. lennysnewsletter.com Article What's in your stack: the state of tech tools in 2025 Lenny Rachitsky
  2. The two Indian CRM giants compared head to head, with Freddy AI vs Zia at the center. freshworks.com Article Freshsales vs Zoho: the ultimate comparison Freshworks
  3. Focuses on the automation layer, which is the whole point of going AI-native. simular.ai Article The 7 best CRM automation tools: we tested them so you don't have to Simular
  4. A wide sweep of what AI inside a CRM concretely does today, feature by feature. salesmate.io Article Best CRM with AI: 11 top AI-driven CRM platforms Salesmate
  5. A beginner-friendly walkthrough for founders who have never touched an enrichment table. salescaptain.io Guide How to use Clay: the ultimate no-code tool for prospecting and sales SalesCaptain
  6. Independent of Clay, so it flags the sharp edges and costs honestly. woodpecker.co Article Clay cold email: how to do cold outreach with Clay Woodpecker
  7. Goes past basics into the signal-triggered workflows that make outbound feel warm. blog.gtm-engineering.io Guide Clay automation: the ultimate guide for lead gen and sales GTM Engineering
  8. A CEO-community playbook on what AI personalization converts at, with realistic numbers. saasrise.substack.com Article Outbound 2.0: the guide to AI-personalized outbound emails SaaS Rise
  9. Teaches AI-assisted account research, the highest-leverage part of outbound for a founder. apollo.io Course Free AI prospecting course: accelerate sales with Apollo AI research Apollo.io
  10. Independent summary of what Apollo's AI features actually deliver versus the pitch. eesel.ai Article A complete overview of Apollo AI eesel
  11. Data from millions of real cold emails: write at a 5th-grade level, 25 to 50 words, like you talk. lavender.ai Guide Cold email 101: how to write emails people actually read and reply to Lavender
  12. Whether an AI email coach is worth it for a founder writing 20 emails a day. woodpecker.co Article Lavender AI review: is it still the best AI email coach? Woodpecker
  13. The Lavender co-founder's framework in one post you can apply on your next email. linkedin.com Thread Will Allred's cold email framework Will Allred, Lavender
  14. The current rules of the road, from secondary domains to Gmail's 0.1% complaint threshold. unifygtm.com Guide Cold email in 2026: domains, deliverability, replies Unify
  15. Practical warmup and volume schedules so your AI-written emails actually land in inboxes. instantly.ai Guide How to achieve 90%+ cold email deliverability Instantly
  16. A post-hype map of which AI SDR use cases survived contact with reality. gtmaipodcast.com Article The AI SDR bubble is popping. Here's what comes next. GTM AI Podcast
  17. A practitioner tested 11x, Artisan, and AiSDR side by side and reports the raw results. saassalesdirector.medium.com Article 11x.ai review: worth the hype? I tested the major AI SDR platforms SaaS sales director on Medium
  18. A controlled 200-lead experiment is exactly the evidence standard to hold vendors to. b2bsalesguru.medium.com Article 11x AI SDR review: I gave it 200 leads and watched what happened B2B sales practitioner on Medium
  19. A cold-email veteran grades the best-funded AI SDR persona on actual output quality. alexberman.com Article Artisan AI SDR review: what Ava gets right and wrong Alex Berman
  20. A current feature and pricing comparison if you still want to pilot one. agent.nexus Article 11x vs Artisan: AI SDR platforms compared Agent Nexus
  21. Includes the LinkedIn ban and zero-meeting horror stories vendors won't mention. devcommx.com Article Artisan vs 11x vs AiSDR compared DevCommX
  22. The evidence-based version of the agent story: augmentation patterns that measurably work. hbr.org Article How successful sales teams are embracing agentic AI Harvard Business Review
  23. Counter-narrative to replacement hype, grounded in what growing teams do differently. hbr.org Article Why some sales teams are actually growing alongside AI Harvard Business Review
  24. Baseline context on where AI genuinely moved revenue numbers versus where it stalled. hbr.org Article 6 ways AI changed business in 2024, according to executives Harvard Business Review

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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