AI Readiness Teardowns
We ran our full AI readiness audit on four major SaaS websites. See exactly how they score, where they fail, and what you can learn from their mistakes.
Webflow — 61/100
Webflow leads the pack with perfect crawler access, a valid llms.txt file, and the strongest brand authority signals — but an SPA rendering problem, 72% missing alt text, and a broken sitemap with zero URLs sabotage an otherwise promising foundation.
Read full teardown →HubSpot — 56/100
HubSpot has the broadest schema implementation and social coverage of the four sites audited, but missing llms.txt files, an SPA rendering problem, and wafer-thin homepage content keep its AI visibility stuck in the middle of the pack.
Read full teardown →Shopify — 54/100
Shopify opens the door wide for AI crawlers but gives them almost nothing citable to take home — near-perfect bot access is undermined by paper-thin homepage content and bare-bones structured data.
Read full teardown →Cloudflare — 54/100
Cloudflare lets every AI crawler in but has zero structured data, no llms.txt, and fragmented homepage content — a company that powers 20% of the web is nearly invisible to the AI systems it helps serve.
Read full teardown →How does your site compare?
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