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. Clipchamp's tools for removing background noise and cutting silences inside a video project, part of the free editor. clipchamp.com Tool AI audio enhancer Microsoft Clipchamp
  2. The free, open-source audio editor for Windows, Mac and Linux that works offline. audacityteam.org Tool Audacity Audacity Team (open source)
  3. Audacity's two-step method (get a noise profile, then apply) and its limit: good for hum, hiss and fan noise, not for traffic... manual.audacityteam.org Article Noise Reduction Audacity Manual
  4. OpenAI's own detector, withdrawn on 20 July 2023 for low accuracy: 26% of AI text caught, 9% of human text wrongly flagged. openai.com Article New AI classifier for indicating AI-written text OpenAI
  5. Seven detectors flagged 61.22% of TOEFL essays by non-native writers as AI-generated while judging US students' essays almost... hai.stanford.edu Article AI-detectors biased against non-native English writers Stanford HAI
  6. The paper behind the Stanford finding, with the data on how detectors penalise plainer writing. arxiv.org Article GPT detectors are biased against non-native English writers Liang et al. (Stanford)
  7. A test of fourteen detectors concluding they are neither accurate nor reliable: all below 80% accuracy, only five above 70%,... link.springer.com Article Testing of detection tools for AI-generated text Weber-Wulff et al., International Journal for Educational Integrity
  8. Turnitin's own figures: under 1% false positives for documents with 20% or more AI writing, about 4% at the sentence level. turnitin.com Article Understanding the false positive rate for sentences of our AI writing detection capability Turnitin
  9. Apple's steps to copy, translate or look up text the iPhone camera sees. support.apple.com Article Use Live Text with your iPhone camera Apple Support
  10. How to copy, translate or look up text in an image opened in Preview. support.apple.com Article Interact with text in a photo using Live Text in Preview on Mac Apple Support
  11. Google's visual search, including copying or translating text from a photo or screenshot. search.google Tool Google Lens Google
  12. Microsoft's free utility for copying text from anywhere on a Windows screen, including inside images and videos, with a... learn.microsoft.com Tool PowerToys Text Extractor Microsoft Learn
  13. Adobe's free online OCR that turns a scanned PDF into a searchable one; you sign in to download. Your file is handled on... adobe.com Tool Free OCR for PDF Adobe
  14. A free, open-source command-line tool that adds a searchable text layer to scanned PDFs on your own computer. ocrmypdf.readthedocs.io Tool OCRmyPDF OCRmyPDF (open source)
  15. Apple's steps to set a password to open a PDF and an owner password for printing or copying, and File > Edit Permissions to... support.apple.com Article Password-protect a PDF in Preview on Mac Apple Support
  16. Adobe's free online tool that adds a password to a PDF. Your file is handled on Adobe's servers and deleted unless you sign in... adobe.com Tool Password protect a PDF Adobe
  17. iLovePDF's free tool for encrypting a PDF with a password in the browser. ilovepdf.com Tool Protect PDF iLovePDF
  18. Removes PDF password security from a file you are entitled to use. ilovepdf.com Tool Unlock PDF iLovePDF
  19. Grammarly's free paraphraser, usable without signing up, for rewording a sentence or short passage. grammarly.com Tool Free paraphrasing tool Grammarly
  20. What a paraphrase is, and the rule that information taken from a source still needs that source named. owl.purdue.edu Article Paraphrasing Purdue Online Writing Lab
  21. The free reader for Windows, Mac, iOS and Android: view, comment, highlight, fill forms and sign without a subscription; text... adobe.com Tool Adobe Acrobat Reader Adobe
  22. A free, fast, small reader for Windows that also opens EPUB, MOBI and comic files. sumatrapdfreader.org Tool Sumatra PDF Sumatra PDF (open source)
  23. Apple's steps for the Reduce File Size Quartz filter, the options for optimising images, and the warning that quality may drop. support.apple.com Article Reduce the size of a PDF in Preview on Mac Apple Support
  24. Adobe's free online compressor. Your file is handled on Adobe's servers and deleted unless you sign in to save it. adobe.com Tool Compress PDFs for free Adobe

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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