AI Visibility Scorecard
legendshobbies.com · Media & Entertainment
At 2.79/10, Legends Toys & Hobbies is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
Top 5% in Media & Entertainment for AI visibility
25
AI Naming Predictability
iRarely named · 25/100
Media & Entertainment average 17
Top 19% of Media & Entertainment
See what's behind this score →2.79
AEO Visibility
iNear-invisible · 2.79/10
Media & Entertainment average 1.4
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Transactable · 20/100
Media & Entertainment average 15
See what's behind this score →0
from our crawl and measurement
"Since 1994 we have been a leading hobby shop in Southern California. We carry a wider variety of model kits from AFV Club, Hasegawa, Bronco Models, HK Models, Tiger Model as well as vintage." That is how Legends Toys & Hobbies introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.79 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.79/10, Legends Toys & Hobbies is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Legends Toys & Hobbies.
Legends Toys & Hobbies lists 1,000+ products, 649 in stock, priced 0.00 to 1,500.00.
The full list of every product we captured is in the product feed (JSON).
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/legendshobbies
Cite this score: Engagemii (2026). "AEO Score for Legends Toys & Hobbies." Retrieved from https://engagemii.com/aeo/brands/legendshobbies
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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