Most Websites Fail AI Readiness Checks, Scan of 370,000 Domains Finds
A scan of more than 370,000 domains by the AI-Primed tool examined how well websites serve AI answer engines and autonomous agents. The analysis found that these agents, such as PerplexityBot and ClaudeBot, prioritize cost and speed over full browser rendering, so sites can fail in ways standard SEO audits miss. Common problems include content that only appears after client-side JavaScript runs, which fast HTTP fetches never execute. Security systems from providers like Cloudflare and AWS WAF also often block AI user-agents with 403 errors or CAPTCHA challenges. The authors recommend serving key content in server-rendered HTML, explicitly allowing designated AI bots, and adding an llms.txt file that summarizes a site for language models.
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