# wikipedia.org at 65/100: partial visibility issues

> wikipedia.org scores 65/100, with AI visibility hindered by missing llms.txt and JSON-LD schema.

Source: https://geoplaybooks.com/blog/2026-07-15-pulse-wikipedia-org/

# wikipedia.org at 65/100: partial visibility issues

## What the Probe Saw

wikipedia.org scores a 65/100 in our latest GEO Pulse probe, indicating partial visibility. The homepage is accessible to AI crawlers, returning an HTTP 200 status with approximately 6,225 characters of server-rendered text. Major AI crawlers like GPTBot, ClaudeBot, and PerplexityBot can access key pages without restriction. However, two critical signals are missing: there is no /llms.txt file, and the homepage lacks a JSON-LD schema. These gaps prevent AI engines from efficiently mapping content and understanding the entity type, respectively.

> 65/100 overall score 6,225 chars homepage text 2 signals need improvement

The site excels in having an answer-first structure, with a clear H1 and five sections containing short, extractable answers. This setup is beneficial for AI engines to generate concise responses. However, the absence of a /llms.txt file means engines are left guessing about the best content, and the lack of a JSON-LD schema makes it difficult for them to categorize the site correctly.

## Implications for Business Sites

For a typical business site, missing elements like /llms.txt and JSON-LD schema can significantly impact AI visibility. Without a curated content map, AI engines may not present the most relevant information in generated answers, affecting how users perceive the site. The JSON-LD schema helps engines identify the site's nature, improving content relevance in AI-driven searches.

Businesses should consider creating a /llms.txt file to guide AI engines to their most valuable content. Implementing a JSON-LD schema can also enhance how AI interprets the site's purpose and offerings. For more detailed guidance, our [llms.txt guide](https://geoplaybooks.com/llms-txt/) and [AI crawler playbook](https://geoplaybooks.com/ai-crawlers/) are valuable resources.

To ensure your site doesn't face similar issues, consider using our [free checker](https://geoplaybooks.com/check/) to evaluate your domain's AI readiness. This can help identify potential gaps and areas for improvement, ensuring better visibility in AI-generated responses.

> Run the same 5-signal probe on your own domain This note came out of the hourly GEO Pulse board. The free checker runs the identical probe on any site, and Monitor re-runs it every month.