Observed arrival · 2026-10-11
GEO Audit Sentinel checks whether AI recommends a brand
This Chinese-English tool tests a brand website against buyer questions and shows configured AI platforms’ answers, including whether the brand is recommended or cited.
- For
- Brands checking how AI answers buyer questions
- Worth noticing
- Only the homepage audit collects configured platforms’ AI answers; three other checks rely on static signals.
Field notes
The audit flow asks users to select a domestic or overseas market, submit a brand website, and optionally supply a product name if the tool cannot identify the category. The page says it generates buyer questions and collects answers from configured AI platforms; those platform names are not specified in the extracted text. It separates that answer-collection workflow from three checks based on static signals, and cites research papers as background rather than validation of its scoring.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
One card from the complete issue