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The Little Engine Shop
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. The Little Engine Shop just got measured.
4/10 means The Little Engine Shop 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 The Little Engine Shop
The Little Engine Shop is the web site of Jeff Gelles' laboratory in the Department of Biochemistry at Brandeis University. We study "little engines", the nanometer-sized machines made of protein, RNA, and DNA molecules that carry out essential processes in living cells. A central focus of the lab is the use of single-molecule light microscopy…
Key Topics
Details
Industry: Media & Entertainment
gelleslab.orgAI Visibility Breakdown
1
Structured Data
5
Content Structure
6
Entity Clarity
2
E-E-A-T Signals
7
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/gelleslab-org
Cite this score: Engagemii (2026). "AEO Score for The Little Engine Shop." Retrieved from https://engagemii.com/aeo/brands/gelleslab-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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