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Stop Short Yellow Lights Project
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. Stop Short Yellow Lights Project just got measured.
4/10 means Stop Short Yellow Lights Project 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 Stop Short Yellow Lights Project
A grassroots project by the National Motorists Association Foundation to identify interesections with short yellow light times, which are exploited by red-light camera companies to keep violations and profits high.
Key Topics
Details
Industry: Automotive
shortyellowlights.comAI Visibility Breakdown
1
Structured Data
7
Content Structure
5
Entity Clarity
2
E-E-A-T Signals
6
Technical AEO
2
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on June 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/shortyellowlights
Cite this score: Engagemii (2026). "AEO Score for Stop Short Yellow Lights Project." Retrieved from https://engagemii.com/aeo/brands/shortyellowlights
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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