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AI Visibility Scorecard
The Fridge Wine Saver
fridgewinesaver.com · E-commerce
Somewhat visible. AI bots can read The Fridge Wine Saver, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude
#127,903 of 651,398 in E-commerce for AI visibility
5.4
/10
AEO Score
About The Fridge Wine Saver
from our crawl and measurement
The Fridge Wine Saver is a Powell, OH business whose own site puts it this way: "The Fridge Wine Saver is an innovation in wine bottle refrigerator storage. It allows you to store an opened bottle of wine on any shelf of the refrigerator." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found an llms.txt file for AI models, a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
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
8
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
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 5.4/10, The Fridge Wine Saver has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Fridge Wine Saver
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.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fridgewinesaver
Cite this score: Engagemii (2026). "AEO Score for The Fridge Wine Saver." Retrieved from https://engagemii.com/aeo/brands/fridgewinesaver
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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