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AI Visibility Scorecard
ruckscience.com · Health & Wellness
Somewhat visible. AI bots can read Ruck Science, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#19,050 of 365,294 in Health & Wellness for AI visibility
5.9
/10
AEO Score
from our crawl and measurement
Ruck Science describes itself simply: "At Ruck Science, we don’t make products for bodybuilders, fighters or posers. We’re about premium-quality supplements for rugby players.10% of every order is donated to the rugby club of." Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
On the page it is passable on some structured data, a partly stated business identity, basic crawler access and partial sitemap and link coverage. What holds it back is a heading structure that lays out what it offers and credibility markers like credentials or reviews.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 2015.
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
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.
3
Reddit mentions and discussion.
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 5.9/10, Ruck Science has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ruck Science
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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ruckscience
Cite this score: Engagemii (2026). "AEO Score for Ruck Science." Retrieved from https://engagemii.com/aeo/brands/ruckscience
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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