Anthropic.com scored 65 out of 100 in our latest probe, placing it 7th within a panel of 10 well-known sites. While AI engines can access the site, improvements are needed in specific areas to enhance its visibility in generated answers.
How does anthropic.com compare to the panel?
Anthropic.com ranks 7th out of 10 in our panel, which has an average score of 77.3 and a median of 90. The top performers, such as cloudflare.com, stripe.com, and vercel.com, scored a perfect 100. This suggests that while anthropic.com is not at the bottom, it lags behind the leaders in the panel. The panel's common failures include AI-crawler reachability and GPTBot access, yet anthropic.com passes these checks, indicating its issues lie elsewhere.
What did our probe history reveal?
Our probe history for anthropic.com, recorded since 2026-07-16, shows scores ranging between 55 and 65. The most recent readings have alternated between these two values, with no significant upward trend. This consistency suggests that while there have been no major regressions, there have also been no improvements in addressing the identified issues.
What issues need attention for better AI visibility?
The probe identified two critical areas needing improvement: the absence of a /llms.txt file and a missing JSON-LD schema on the homepage. Without a /llms.txt file, AI engines lack a curated map to the site's best content, forcing them to guess. Similarly, the lack of a JSON-LD schema means engines cannot easily identify the type of entity anthropic.com represents, which can hinder its inclusion in AI-generated answers.
What can a typical business site learn from this?
For any business aiming to improve AI visibility, ensuring AI-crawler reachability and access is fundamental, as demonstrated by anthropic.com's success in these areas. However, to maximize visibility, it is crucial to provide AI engines with structured data and clear content maps. Implementing a /llms.txt file and a JSON-LD schema can significantly enhance how AI engines perceive and rank your content. For guidance on creating these elements, refer to the AI crawler playbook and llms.txt guide . By addressing these areas, a site can improve its chances of being featured prominently in AI-generated content.
In summary, while anthropic.com is accessible to AI engines, enhancing its structured data and content mapping could improve its visibility and ranking in AI-generated answers. By learning from the panel leaders and addressing identified weaknesses, it can aim for a higher score in future probes.
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