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LILaC
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. LILaC just got measured.
4/10 means LILaC 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 LILaC
LILaC: Late Interacting in Layered Component Graph for Open-domain Multimodal Multihop Retrieval. A layered-graph retriever with late interaction that achieves state-of-the-art multimodal document retrieval without fine-tuning.
Key Topics
Details
Category: Technology
lilac-emnlp2025.github.ioAI Visibility Breakdown
1
Structured Data
8
Content Structure
6
Entity Clarity
3
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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Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on May 22, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lilac-emnlp2025-github-io
Cite this score: Engagemii (2026). "AEO Score for LILaC." Retrieved from https://engagemii.com/aeo/brands/lilac-emnlp2025-github-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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