AI Visibility Scorecard
Exposure Lights
exposurelights.com · E-commerce
Somewhat visible. AI bots can read Exposure Lights, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
ChatGPT · Claude · Apple Intelligence
#6,924 of 736,353 in E-commerce for AI visibility
7
AEO Visibility
iVisible · 6.7/10
65
Muse Index Score
iAI agent readiness
Agent-ready · 65/100
0
AI Adoption
iNone detected · 0/100
About Exposure Lights
from our crawl and measurement
"British designer and manufacturer of cable-free LED lighting for cycling, expedition, marine and motorsport." That is how Exposure Lights introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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 6.7/10, Exposure Lights has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Got a question?
We're here to help. Check out our FAQs, or contact us. We're always happy to assist.
Do you ship internationally?
Yes, we ship orders worldwide. You can see our shipping rates at checkout, or see our delivery information by clicking here.
What's your returns policy?
Returned items must come back in saleable condition. We aren't able to accept returns on items that have been used. For more info, please see our returns policy.
Is there a warranty on your products?
All of our bike lights come with a 2-year warranty as standard - or 3 years when purchased directly from our website. AutoMoto lights are covered by a 7-year warranty, and our LEDs carry a lifetime warranty. See our warranty page for more information.
Is this your brand?
The exact fixes for Exposure Lights
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Exposure Lights.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/exposurelights
Cite this score: Engagemii (2026). "AEO Score for Exposure Lights." Retrieved from https://engagemii.com/aeo/brands/exposurelights
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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