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. Strongest at permissioned portals: give clients or staff exactly the slice of data they should see. softr.io Tool Softr: build custom AI business apps, portals and internal tools Softr
  2. Lovable's internal-tools recipes: concrete starting prompts for trackers and workflows. lovable.dev Tool Lovable for internal project management tools Lovable
  3. The official page on how Lovable, Bolt, and friends wire into Supabase underneath. supabase.com Tool Supabase for AI Builders Supabase
  4. Open-source and self-hostable, the escape hatch if vendor pricing ever bites. github.com Tool grist-core: the evolution of spreadsheets Grist Labs
  5. A purpose-built tool for the day you outgrow Airtable and want your data in Postgres. atmigrator.com Tool AT Migrator: Airtable to PostgreSQL migration tool AT Migrator
  6. Built for exactly this user: the CEO or support lead who needs answers without a BI seat. askyourdatabase.com Tool AskYourDatabase: AI data analyst and SQL chatbot AskYourDatabase
  7. Configurable read/write access so your AI can query the database without being able to wreck it. github.com Tool postgres-mcp: Postgres MCP Pro Crystal DBA
  8. Self-serve BI with Metabot AI: teammates ask questions, it writes and explains the SQL. metabase.com Tool Metabase: open source analytics that answers back Metabase
  9. Connects Postgres plus HubSpot, Sheets, and Shopify, matching a founder's actual scattered stack. talktoyourdata.app Tool Talk To Your Data: chat with your database and SaaS tools Talk To Your Data
  10. The self-hostable automation layer that owns the founder-automation conversation right now. n8n.io Tool n8n AI: advanced AI workflow automation n8n
  11. The fastest zero-code start, with 8,000+ connectors your stack already lives in. zapier.com Tool Zapier AI: transform your operations Zapier
  12. One page comparing every builder's subscription and credit model side by side. vibecompare.dev Tool Vibe Coding Tool Pricing: All Plans Compared VibeCompare
  13. Plug in your project and get a defensible estimate before you commit either way. nxcode.io Tool Vibe Coding Cost Calculator: AI vs Traditional Development Costs NxCode
  14. The self-hostable BI standard, now with Metabot AI writing and debugging queries. github.com Tool metabase/metabase: open source BI Metabase
  15. The no-code route when your metrics already live in a sheet the team maintains. glideapps.com Tool Build a KPI Tracking Dashboard With AI Glide
  16. Agents across 8,000+ apps with as much or as little oversight as you want. zapier.com Tool Zapier Agents Zapier
  17. The full course repo covering smolagents, LlamaIndex and LangGraph side by side. github.com Tool Hugging Face Agents Course (GitHub) Hugging Face
  18. Estimate a task's cost across models before you commit to one. tokencalculator.ai Tool AI Token Calculator TokenCalculator
  19. Live per-model pricing so your cost model never goes stale. usagepricing.com Tool AI Token Pricing Tracker UsagePricing
  20. A copyable taint-tracking and approval-gating pattern for your own build. github.com Tool Lethal trifecta threat model (agentic patterns repo) nibzard (awesome-agentic-patterns)
  21. The official starter servers to connect your first real tools. github.com Tool Model Context Protocol reference servers MCP steering group
  22. The community index of thousands of ready-made connectors. github.com Tool Awesome MCP Servers punkpeye (community)
  23. The open dataset and annotator to diagnose your own multi-agent failures. github.com Tool MAST: Multi-Agent System Failure Taxonomy UC Berkeley Sky Computing Lab
  24. Founder-specific starting point with real stories of non-technical founders shipping first drafts themselves. lovable.dev Tool Lovable for founders Lovable

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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