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AI Visibility Scorecard
Eds Hobby Shop
edshobby.com · Automotive
Borderline visible. AI bots can crawl Eds Hobby Shop, 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 1 times
Meta AI
#147,470 of 340,378 in Automotive for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About Eds Hobby Shop
from our crawl and measurement
Eds Hobby Shop describes itself simply: "Unleash your passion with Ed’s Hobby! Shop top RC cars, boats, helicopters, and parts for thrilling remote control adventures and endless fun." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found structured data on the page (Organization, 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
6
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
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
1
Established authority for your domain.
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 4.6/10, Eds Hobby Shop is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Eds Hobby Shop
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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.
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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/edshobby
Cite this score: Engagemii (2026). "AEO Score for Eds Hobby Shop." Retrieved from https://engagemii.com/aeo/brands/edshobby
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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