AI readiness benchmarks
Real crawls of 137 websites, scored on the same four categories as every LLMready audit. Use them to see where your industry stands — and what the leaders do differently.
77/100
Median across industries
51%
Publish an llms.txt
9%
Publish llms-full.txt
9%
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Flagship · 35 sites
Top SaaS
Leading SaaS homepages, from collaboration tools to developer platforms.
82 median
12 sites · 92% with llms.txt
Marketing and sales
CRM, email and SEO software — the tools marketers compare in AI chats.
84 median
- Pipedrive89B+
- Mailchimp86B
- Buffer86B
12 sites · 75% with llms.txt
Developer tools
Platforms developers ask coding assistants about every day.
82 median
- Netlify89B+
- Supabase87B+
- Postman86B
10 sites · 70% with llms.txt
Website builders
Platforms that decide how AI-ready millions of customer sites are by default.
85 median
- Hostinger90A-
- Shopify87B+
- Squarespace86B
10 sites · 70% with llms.txt
Fintech
Payments, banking and investing brands that buyers research through AI assistants.
77 median
- Stripe85B
- N2685B
- Adyen81B-
10 sites · 60% with llms.txt
AI companies
Model labs and AI-native products — the companies building answer engines.
73 median
- Jasper86B
- ElevenLabs84B
- Mistral AI83B
12 sites · 42% with llms.txt
Productivity
Workspace and collaboration apps used by teams of every size.
70 median
- Notion82B-
- Asana82B-
- monday.com80B-
7 sites · 43% with llms.txt
Education
Learning platforms competing for “best course for…” questions.
71 median
- Coursera85B
- edX79C+
- Codecademy76C
9 sites · 11% with llms.txt
Health and wellness
Fitness, mental health and medical information sites.
66 median
- Headspace78C+
- Oura77C+
- Calm69D
6 sites · 33% with llms.txt
Travel
Booking, flights and experiences — a category where AI trip planning is growing fast.
58 median
- Hostelworld85B
- KAYAK82B-
- trivago60D
6 sites · 0% with llms.txt
Media and publishing
News and publishing sites whose content AI assistants summarise and cite.
64 median
- Substack68D
- TechCrunch67D
- WIRED64D
8 sites · 13% with llms.txt
E-commerce
Marketplaces and retailers competing for product recommendations in AI answers.
61 median
- IKEA79C+
- Nike76C
- Target68D
Benchmark your own site
A high score means AI engines can reach, read and understand a site. It doesn't guarantee citations — those also depend on authority, relevance and the question being asked.