#602,065 OF 726,720 IN E-COMMERCE
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AI Visibility Scorecard
Universal Refrigerator Shelves and Clear Door Bins
binfridge.com · E-commerce
Borderline visible. AI bots can crawl Universal Refrigerator Shelves and Clear Door Bins, 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.
AI engines read this profile 1 times
Claude
#602,065 of 726,720 in E-commerce for AI visibility
3
AEO Visibility
iNear-invisible · 3.1/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Universal Refrigerator Shelves and Clear Door Bins
from our crawl and measurement
Universal Refrigerator Shelves and Clear Door Bins describes itself simply: "Restore your appliance organization with universal refrigerator glass shelves and clear plastic door bins, tracking perfectly with generic spare parts for major kitchen ranges...." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 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
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.1/10, Universal Refrigerator Shelves and Clear Door Bins is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Universal Refrigerator Shelves and Clear Door Bins
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Universal Refrigerator Shelves and Clear Door Bins.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/binfridge
Cite this score: Engagemii (2026). "AEO Score for Universal Refrigerator Shelves and Clear Door Bins." Retrieved from https://engagemii.com/aeo/brands/binfridge
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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