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AI Visibility Scorecard
EyeLights | Affichage tête haute Moto
eye-lights.com · E-commerce
Somewhat visible. AI bots can read EyeLights | Affichage tête haute Moto, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#9,371 of 516,670 in E-commerce for AI visibility
6.5
/10
AEO Score
About EyeLights | Affichage tête haute Moto
from our crawl and measurement
EyeLights is a business whose own site puts it this way: "Discover EyeLights, the leader in motorcycle head-up display systems. Augmented reality, comfort, and safety." Its AI visibility score is 6.5 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on crawler access and the files AI engines look for. It is passable on some structured data, a workable page structure, a partly stated business identity and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established, press coverage is thin and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business and nobody is discussing it where AI engines look.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
1
Press and news coverage.
Community
0
No community discussion yet.
3
Reddit mentions and discussion.
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. Roughly two-thirds of sites are invisible to them. At 6.5/10, EyeLights | Affichage tête haute Moto has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for EyeLights | Affichage tête haute Moto
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/eye-lights
Cite this score: Engagemii (2026). "AEO Score for EyeLights | Affichage tête haute Moto." Retrieved from https://engagemii.com/aeo/brands/eye-lights
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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