⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
AI Visibility Scorecard
Crusty Cycle
crustycycle.com · E-commerce
Borderline visible. AI bots can crawl Crusty Cycle, 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
#367,943 of 633,797 in E-commerce for AI visibility
4.2
/10
AEO Score
About Crusty Cycle
from our crawl and measurement
"We sell parts for old vintage Moto Guzzi motorcycles including loop frame Eldorado Ambassador, Tonti frame 850T 850T3 1000SP G5 Convert V7 Sport, and V700." That is how Crusty Cycle introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
The site gets some of it right: it has an llms.txt file for AI models, a sitemap, a readable heading structure. What holds it back is what is absent, including structured data describing the business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
3
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
0
Little domain authority yet.
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 4.2/10, Crusty Cycle is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Crusty Cycle
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Crusty Cycle.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/crustycycle
Cite this score: Engagemii (2026). "AEO Score for Crusty Cycle." Retrieved from https://engagemii.com/aeo/brands/crustycycle
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform