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AI Visibility Scorecard
BulbHead
comprepedegg.com · E-commerce
Borderline visible. AI bots can crawl BulbHead, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#212,366 of 520,825 in E-commerce for AI visibility
4.8
/10
AEO Score
About BulbHead
from our crawl and measurement
BulbHead is a business whose own site puts it this way: "Shop Bulbhead for all of your favorite products! We invite you to browse our wide assortment of products, including our very own inventions such as the Pocket Hose and Atomic Beam." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
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
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 4.8/10, BulbHead is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for BulbHead
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/comprepedegg
Cite this score: Engagemii (2026). "AEO Score for BulbHead." Retrieved from https://engagemii.com/aeo/brands/comprepedegg
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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