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AI Visibility Scorecard
uncagedcycles.com · retail
Borderline visible. AI bots can crawl Uncaged Draft, 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
#226,440 of 324,304 in Automotive for AI visibility
3.9
/10
AEO Score
from our crawl and measurement
Uncaged Draft describes itself simply: "At Uncaged Cycles, every motorcycle that comes into our shop is treated as if it were our own with no compromise on quality, workmanship, or performance." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
On the page it is passable on basic crawler access. What holds it back is a heading structure that lays out what it offers, sitemaps and entity links AI can follow, structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.
Away from its own site, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2014.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
2
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
6
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.
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, Uncaged Draft is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Uncaged Draft
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/uncagedcycles
Cite this score: Engagemii (2026). "AEO Score for Uncaged Draft." Retrieved from https://engagemii.com/aeo/brands/uncagedcycles
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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