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AI Visibility Scorecard
Deviate Cycles | Scottish MTB Manufacturer
deviatecycles.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Deviate Cycles | Scottish MTB Manufacturer, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#6,043 of 226,761 in Manufacturing & Industrial for AI visibility
6.3
/10
AEO Score
About Deviate Cycles | Scottish MTB Manufacturer
from our crawl and measurement
"Deviate Cycles: Scottish-designed high-pivot mountain bikes. Highlander II, Claymore, Kurgan eMTB all come with lifetime warranty, crash replacement & unrivaled durability." That is how Deviate Cycles introduces itself. Its AI visibility score is 6.3 out of 10: the engines can find it, but they do not have much to hold on to.
The site gets some of it right: it has structured data on the page (WebSite, LocalBusiness), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
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 6.3/10, Deviate Cycles | Scottish MTB Manufacturer has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Deviate Cycles | Scottish MTB Manufacturer
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/deviatecycles
Cite this score: Engagemii (2026). "AEO Score for Deviate Cycles | Scottish MTB Manufacturer." Retrieved from https://engagemii.com/aeo/brands/deviatecycles
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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