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AI Visibility Scorecard
Vintage LTD.
vintageltd.com · Fashion & Apparel
Borderline visible. AI bots can crawl Vintage LTD., 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 2 times
Claude · Meta AI
#113,362 of 233,076 in Fashion & Apparel for AI visibility
4.4
/10
AEO Score
About Vintage LTD.
from our crawl and measurement
Vintage LTD., based in Bannockburn, IL, describes itself simply: "Vintage Ltd. is the brand dedicated to today’s automotive enthusiast. The Club Sport Polo is designed with real carbon fiber buttons." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite, ClothingStore), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
9
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
10
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
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 4.4/10, Vintage LTD. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Vintage LTD.
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 Vintage LTD..
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vintageltd
Cite this score: Engagemii (2026). "AEO Score for Vintage LTD.." Retrieved from https://engagemii.com/aeo/brands/vintageltd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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