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AI Visibility Scorecard
Harley and Edwards L
harleyandedwards.com · Pet Care
Borderline visible. AI bots can crawl Harley and Edwards L, 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
#57,353 of 96,551 in Pet Care for AI visibility
4.4
/10
AEO Score
About Harley and Edwards L
from our crawl and measurement
Harley and Edwards L is a ERIE, PA business whose own site puts it this way: "Harley & Edwards is Erie, PA's pet boutique featuring healthy dog treats, cat supplies, handmade BioThane collars, artisan toys, gifts, and products that give back to local animal rescues." 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), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
2
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 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 4.4/10, Harley and Edwards L is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Harley and Edwards L
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Pet Parents Are the Most Loyal Customers on the Planet. Are You Earning That Loyalty?
No customer segment on the planet is more loyal - or more demanding - than pet owners.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/harleyandedwards
Cite this score: Engagemii (2026). "AEO Score for Harley and Edwards L." Retrieved from https://engagemii.com/aeo/brands/harleyandedwards
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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