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AI Visibility Scorecard
Look Cycle
lookcycle.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Look Cycle, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · Amazon Alexa
#193 of 240,256 in Manufacturing & Industrial for AI visibility
6.8
/10
AEO Score
About Look Cycle
from our crawl and measurement
Look Cycle is a business whose own site puts it this way: "Look Cycle, carbon bikes manufacturer for road bicycling, track, triathlon, gravel & e-bike. Inventor and leader of the automatic pedal." Its AI visibility score is 6.8 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and AmazonBot (Alexa AI).
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
8
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
5
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
5
Social discussion and mentions.
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 6.8/10, Look Cycle has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Look Cycle
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lookcycle
Cite this score: Engagemii (2026). "AEO Score for Look Cycle." Retrieved from https://engagemii.com/aeo/brands/lookcycle
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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