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AI Visibility Scorecard
Retro Route Vintage
retroroute.com · E-commerce
Borderline visible. AI bots can crawl Retro Route Vintage, 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
#394,912 of 533,082 in E-commerce for AI visibility
3.6
/10
AEO Score
About Retro Route Vintage
from our crawl and measurement
"Retro Route Vintage is a UK based vintage store. Specializing in true vintage ladies clothing from the 1920's to the 1980's. Each piece is hand sourced to ensure quality and...." That is how Retro Route Vintage introduces itself. When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
The site does the on-page work well, with structured data on the page (WebSite), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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 3.6/10, Retro Route Vintage is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Retro Route Vintage
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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/retroroute
Cite this score: Engagemii (2026). "AEO Score for Retro Route Vintage." Retrieved from https://engagemii.com/aeo/brands/retroroute
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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