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. Covers the slower, deeper layer: influencing what the model itself knows, not just what it retrieves. seerinteractive.com Article How to Get Your Brand in ChatGPT's Training Data Seer Interactive In 2 answers
  2. Google's own words: no special AI requirements, the same quality systems power AI Overviews. developers.google.com Article Top ways to ensure your content performs well in Google's AI experiences Google Search Central In 2 answers
  3. The updated 300k-keyword study quantifying exactly how much informational SEO traffic has evaporated. ahrefs.com Article Update: AI Overviews Reduce Clicks by 58% Ahrefs In 2 answers
  4. The peer-reviewed experiment that coined GEO and proved which content tweaks raise citation visibility 22-41%. arxiv.org Article GEO: Generative Engine Optimization (the original paper) Aggarwal, Murahari et al. (Princeton & IIT Delhi) In 2 answers
  5. A Wikipedia insider on why your entity record there now shapes every AI description of you. medium.com Article AI and LLMs Have Changed Wikipedia's Importance Forever Jake Orlowitz (ex-Wikipedia Library) In 2 answers
  6. The mainstream playbook for keeping AI-assisted social output believable, from a team that ships it at scale. blog.hubspot.com Article How to Maintain Authenticity in Your Social Media Strategy, Even with AI HubSpot In 2 answers
  7. Trade-press reporting on the audience revolt against AI content, useful for calibrating how much AI polish your audience will... digiday.com Article Backlash Grows Against AI Slop, But Marketers Remain Unfazed Digiday In 2 answers
  8. Clay's own end-to-end map of where AI actually helps in prospecting, from list building to enrichment to messaging. clay.com Guide AI for sales prospecting: A complete guide Clay In 2 answers
  9. Free structured courses on prospecting fundamentals plus every Apollo AI feature, straight from the source. apollo.io Course Apollo Academy: Free B2B Sales Training & Prospecting Courses Apollo.io In 2 answers
  10. Explains the qualification logic that makes AI prospecting work: contact people showing real buying signals. usergems.com Guide What is signal-based outbound and how does it work? UserGems In 2 answers
  11. The investigation that punctured AI SDR hype: 70-80% churn and phantom customers at the category poster child. techcrunch.com Article a16z- and Benchmark-backed 11x has been claiming customers it doesn't have TechCrunch In 2 answers
  12. Frames the human-vs-AI split in outbound with Sam Blond's practical examples. saastr.com Article Outbound Isn't Dead. AI Just Radically Changed How It Works. SaaStr In 2 answers
  13. Connects the 11x saga to broader lessons about buying AI tools on vibes. mlnotes.substack.com Article The Rise and Fall of 11x: A Cautionary Tale ML Notes (Substack) In 2 answers
  14. A CFO's read on inflated AI ARR, teaching you to interrogate vendor traction claims. onlycfo.io Article AI Company Accused of Fraud? OnlyCFO In 2 answers
  15. The most complete practitioner guide to authentication, warmup, and volume pacing. smartlead.ai Guide Email Deliverability Guide: SPF, DKIM, Warmup & Everything That Gets You to the Inbox Smartlead In 2 answers
  16. 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 In 2 answers
  17. The most cited cautionary tale: Klarna's CEO admitting the AI-only cost cutting 'went too far'. forbes.com Article Klarna Reverses On AI, Says Customers Like Talking To People Forbes (Gene Marks) In 2 answers
  18. Two of SaaS's sharpest voices on which sales admin AI genuinely takes off your plate. saastr.com Article Jason + Lenny: the real future of AI in sales SaaStr In 2 answers
  19. Independent reporting on why founders and VCs spread Granola by word of mouth. upstartsmedia.com Article Can Granola's AI meeting notes eat bigger apps for breakfast? Upstarts Media In 2 answers
  20. India's home-grown CRM AI: lead conversion prediction, sentiment, and call transcription at SME pricing. help.zoho.com Guide Capabilities of Zia in Zoho CRM Zoho In 2 answers
  21. The research-backed case that AI-assisted discovery changes conversation quality, not just admin. hbr.org Article How sales teams can use gen AI to discover what clients need Harvard Business Review In 2 answers
  22. A real founder drafts a contract with AI in 15 minutes, gets a lawyer's 'looks good', and does the math on $2,000 saved. x.com Thread Are we going to pretend $750/hour law firms are business as usual in the AI age? Greg Isenberg In 2 answers
  23. Five copy-paste prompts that turn any founder into a competent first-pass contract reviewer. forbes.com Article Save Thousands On Legal Fees: 5 ChatGPT Prompts To Master Contracts Jodie Cook, Forbes In 2 answers
  24. A contract platform honestly maps what ChatGPT does well (summaries, risk spotting) and where it breaks (redlining). juro.com Guide How to use ChatGPT for contract review Juro In 2 answers

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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