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AI Visibility Scorecard
Lost and Found For You
lostandfoundforyou.com · E-commerce
Borderline visible. AI bots can crawl Lost and Found For You, 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
#402,326 of 614,330 in E-commerce for AI visibility
3.9
/10
AEO Score
About Lost and Found For You
from our crawl and measurement
"Vintage Revival MarketVintage Revival MarketVintage Revival Market Jingle through the DecadesDecember 13, 6-8PM ($3 entry)December 14, 10AM-4PM (Free entry)Shops @Rockvale 35 S." That is how Lost and Found For You of Lemoyne, PA introduces itself. When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found structured data on the page (LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
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
5
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
1
Inbound links from other sites.
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 3.9/10, Lost and Found For You is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lost and Found For You
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 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lostandfoundforyou
Cite this score: Engagemii (2026). "AEO Score for Lost and Found For You." Retrieved from https://engagemii.com/aeo/brands/lostandfoundforyou
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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