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. Tool-by-tool honesty about what AI does well and where it still wastes your time. runneth.com Guide Best AI Advertising Tools Motion
  2. Her rule of thumb: AI avatars for voiceover and education only, since full avatars still get punished. runneth.com Article Dara Denney, Performance Creative Consultant (Motion expert profile) Motion
  3. Data-led view of how Andromeda punishes near-duplicate ads and rewards ad families. runneth.com Article What Meta Andromeda Means for Creative Diversity Motion
  4. Puts testing budgets in the context of the new AI-driven auction. lp.agency Article The 2026 Paid Social Playbook: Andromeda, Creative Strategy, and AI Attribution Logical Position
  5. The human-creator production system that AI slop competes against and loses to. web.archive.org Article How to Create Quality TikTok Ads with Savannah Sanchez Tydo (feat. Savannah Sanchez)
  6. Time-to-deploy benchmarks: a landing page in 1-2 hours from a standing start. superapp.dev Article Lovable vs Replit: Complete 2025 Comparison for Non-Technical Founders Superapp
  7. The roadmap view so you can time your entry to the features you need. adventuremedia.ai Article 9 ChatGPT Ads Features Launching Later in 2026 (And Why They Matter) AdVenture Media
  8. Side-by-side of the two AI ad experiments and what each signals. adventuremedia.ai Article ChatGPT Ads vs Perplexity Ads: AI Search Advertising Comparison AdVenture Media
  9. An operator-run publication's take on where AppLovin fits a DTC mix. web.archive.org Article AppLovin: From Apps to Ecomm Carts PostPilot
  10. Explains AdCP, the MCP-based protocol letting buying agents interoperate. apostra.com Article What Is Agent-to-Agent Media Buying? Scope3
  11. From an Indian AI music startup: why LinkedIn video gets 5x engagement and how to feed it. web.archive.org Guide LinkedIn Video Marketing: An Ultimate Guide for Content Creators Beatoven.ai
  12. Full setup-to-scale guide including AutoMod's matured spam controls. web.archive.org Guide How to Build and Manage Discord Communities LKI Consulting
  13. The canonical reference if you build your own bot: prompts, tool use, and staying on-topic, straight from the model maker. platform.claude.com Guide Customer support agent (Claude use-case guide) Anthropic
  14. Breaks down what actually counts as a billable resolution, including assumed resolutions and handoff charges. gleap.ai Article Intercom Fin AI Pricing Explained: Evaluating $0.99 Per Resolution Gleap
  15. Startup-sized guidance on when to force escalation rather than let the bot keep trying. gleap.ai Guide AI Support Human Handover Best Practices: Why Human Escalation Still Matters Gleap
  16. Connects prep to the post-call loop so each meeting makes the next one smarter. demodesk.ai Article ChatGPT for sales: transcribing and analyzing sales audio Demodesk
  17. A pragmatic implementation sequence: start simple, add ML only when data justifies it. web.archive.org Guide AI lead scoring guide Involve Digital
  18. Shows AI extracting MEDDIC fields from calls so deal health scores itself. demodesk.ai Guide Automated deal scoring with AI-powered MEDDIC Demodesk
  19. The caveat everyone skips: 40-60% of controls still need humans and process. truvocyber.com Article SOC 2 Automation with Vanta, Drata, and Others: What the Platform Won't Do for You Truvo
  20. The core playbook: AI for market benchmarks, fallback clauses, and counterparty prediction. spellbook.com Guide How to Use AI in Contract Negotiation: Best Practices Spellbook
  21. A concrete workflow for using Claude or ChatGPT to generate your data-room index, summaries, and financial narrative, honest... web.archive.org Guide How to Run an Investor Data Room with AI Starch
  22. Updated after Sora closed: Veo 3.1 for footage with synced sound, Runway Gen-4.5 for control, Kling 3.0 for volume, each with... dupple.com Article The Best AI Video Generators in 2026 (Compared and Ranked) Dupple
  23. OpenAI's own note: the Sora app closed on 26 April 2026 and its API on 24 September 2026. help.openai.com Guide What to know about the Sora discontinuation OpenAI Help Center
  24. What Kling 3.0 added (15-second clips, native audio in more languages and accents), read by a filmmakers' publication. nofilmschool.com Article Kling 3.0 Announced As the AI Video Model Slop Wars Continue to Heat Up No Film School

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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