Statler

Name: Statler - AI Visibility Score
Creator: Engagemii
Published: 2026-06-07T02:58:40.779Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

AEO Score: 4/10

Monitoring for AI engine activity

In the Engagemii AEO index

statler-lm.github.io

What this score means

Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. Statler just got measured.

4/10 means Statler is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.

About Statler

Large language models (LLMs) provide a promising tool that enable robots to perform complex robot reasoning tasks. However, the limited context window of contemporary LLMs makes reasoning over long time horizons difficult. Robotic planning tasks typically involve processing information encountered a long time ago such as loop closure. What is worse, robotic actions can be repetitive or back-and-forth, making it particularly difficult for LLMs to accurately track the world states using their internal representations. In this paper, we propose Statler, a framework that endows LLMs with