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AI Visibility Scorecard
Public Home
www.thevintageclub.com · Food & Beverage
Borderline visible. AI bots can crawl Public Home, 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
#1,131,708 of 1,717,168 in Food & Beverage for AI visibility
3.8
/10
AEO Score
About Public Home
from our crawl and measurement
Public Home operates out of Vintage Drive West. Indian Wells, CA in the Food & Beverage space. When AI engines look at it, they find little to work with. It scores 3.8 out of 10.
Under the hood there is a clearly stated business identity, but the score is capped by what is missing: structured data describing the business, credibility markers like credentials or reviews, sitemaps and entity links AI can follow.
Away from its own site, other sites link to it. On the other hand AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
8
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
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
5
Inbound links from other sites.
Domain Trust
2
Established authority for your domain.
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 3.8/10, Public Home is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Public Home
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Public Home.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/www-thevintageclub
Cite this score: Engagemii (2026). "AEO Score for Public Home." Retrieved from https://engagemii.com/aeo/brands/www-thevintageclub
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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