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. What Meta shipped at Cannes and the claimed performance lift behind it. campaignasia.com Article Meta expands Advantage+ with gen AI ad creativity tools Campaign Asia
  2. The platform-native AI creative tools you get without paying for any external stack. socialmediatoday.com Article Meta Unveils New AI Ad Tools, Including Improved Video Generation Social Media Today
  3. Performance-marketing press read on what actually changes in your ad account. searchengineland.com Article Meta unveils generative AI tools for automated video, branding, and creative ads Search Engine Land
  4. Includes agency-reported results like Dentsu's 5% cost-per-lead drop. marketingdive.com Article Meta streamlines AI use for brands with new business agent, creative tools Marketing Dive
  5. A performance agency publishes real account numbers instead of vibes. admiral.media Article AI-Generated Ad Creative: Case Studies and Results That Prove It Works Admiral Media
  6. The multivariate-testing view: only 6-7% of variants win, so cheap volume matters. marpipe.com Article How E-Commerce Brands Use AI to Scale Ads & Drive Revenue Marpipe
  7. Playbook for the specific ad format where AI performs best today. adconvert.org Guide UGC-Style AI Ads: The Complete Guide for E-Commerce AdConvert
  8. The consumer-sentiment counterweight: 57% worry about fake AI ads, 44% are bothered by them. kantar.com Article Kantar US Media Reactions 2025 Kantar
  9. Baseline ROAS benchmarks so you can judge AI-creative claims against reality. billo.app Guide What Is a Good ROAS for Ecommerce? Benchmarks Billo
  10. Separates campaigns where AI drove the result from ones where it was just the press angle. pragmatic.digital Article 7 AI Advertising Case Studies: What Actually Drives Results Pragmatic Digital
  11. A tight summary of why early-stage startups can win AI answers fast, with the 6x conversion stat that woke founders up. x.com Thread AEO is the biggest change in search in over a decade Lenny Rachitsky
  12. G2's buyer data: AI chatbots are now the number one source shaping vendor shortlists. company.g2.com Article In the Answer Economy, Don't Win the Click, Win the Answer G2 Research
  13. Shows 69% of buyers changed vendors based on an AI answer, proof this is revenue, not hype. learn.g2.com Article Your Buyers Are Using AI to Find Software. Here's What They're Trusting. G2
  14. Fresh behavioral data on how fast AI tools are fragmenting Google's dominance, straight from the analyst. linkedin.com Thread The Q4 2025 State of Search from Datos and SparkToro Rand Fishkin
  15. The 300k-keyword study that quantified how much organic traffic AI answers actually take. ahrefs.com Article AI Overviews Reduce Clicks by 34.5% Ahrefs
  16. Tells you where to focus first: one assistant sends almost all AI referral traffic. searchengineland.com Article ChatGPT commands 92% of AI referral traffic: what 6.77 million sessions reveal Search Engine Land
  17. Argues with data that referral numbers massively undercount AI's real influence on buying decisions. graphite.io Article AI Is Much Bigger Than You Think Ethan Smith (Graphite)
  18. A sharp interview on why 'how AI describes you' is becoming a board-level metric. wix.com Article James Cadwallader on AI's Impact on Marketing & SEO Wix Studio AI Search Lab
  19. A founder-to-founder conversation on AI visibility as a new growth channel, good for a commute listen. open.spotify.com Podcast Why AI Visibility is critical for your brand, with James Cadwallader Riding Unicorns / James Cadwallader
  20. A mainstream-press view of the AEO gold rush, useful for calibrating hype versus reality. forbes.com Article The Prompt: SEO Is Dead. What Comes Next? Rashi Shrivastava (Forbes)
  21. Candid founder interview on what actually moves AI answers versus what vendors are selling. readtheaisle.com Article Profound founder James Cadwallader on the AI gold rush to reinvent SEO The Aisle
  22. Case-study driven follow-up showing how real SaaS teams turned AI answers into pipeline. growthunhinged.com Article How to turn ChatGPT into your best pipeline source Kyle Poyar (Growth Unhinged)
  23. The most complete public case study: doubling LLM signups with a documented Reddit and citation strategy. graphite.io Article How Webflow 2x'd Sign-ups From LLMs Graphite x Webflow
  24. Benchmarks what your peers actually spend and do on AEO, so you calibrate effort. linkedin.com Thread I asked 195 B2B go-to-market leaders where they're investing in AEO Kyle Poyar

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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