PT-2026-56665 · Drupal · Ai Seo/Geo Analyzer
Drew Webber
+2
·
Published
2026-07-08
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Updated
2026-07-10
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CVE-2026-15085
None
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Name of the Vulnerable Software and Affected Versions
Drupal AI SEO/GEO Analyzer versions 0.0.0 through 1.1.3
Description
Stored Cross-site Scripting (XSS) occurs when the module generates SEO/GEO analysis reports by sending entity content, including comments, to a Large Language Model (LLM). The module converts the Markdown response from the LLM into HTML and stores it for privileged users without passing it through the filtering pipeline. A crafted prompt injection—where an attacker inserts malicious text into the content analyzed by the LLM—can cause the model to generate markup that executes scripts when the report is viewed. Prompt injection is a technique used to manipulate the output of an LLM by providing specifically crafted input.
Recommendations
At the moment, there is no information about a newer version that contains a fix for this vulnerability.
XSS
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Weakness Enumeration
Related Identifiers
Affected Products
Ai Seo/Geo Analyzer