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AI Visibility Scorecard
· E-commerce
Borderline visible. AI bots can crawl Clockwork Soldier, 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
#327,923 of 533,982 in E-commerce for AI visibility
4.1
/10
AEO Score
from our crawl and measurement
Clockwork Soldier describes itself simply: "We are all about creative gifts for big imaginations. We pride ourselves on unique design-led gifts that are not only beautiful but fun too." When AI engines look at it, they find little to work with. It scores 4.1 out of 10.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
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 4.1/10, Clockwork Soldier is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Clockwork Soldier
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/clockworksoldier
Cite this score: Engagemii (2026). "AEO Score for Clockwork Soldier." Retrieved from https://engagemii.com/aeo/brands/clockworksoldier
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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