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AI Visibility Scorecard
limarp.com · Healthcare
Somewhat visible. AI bots can read LIMARP, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#15,748 of 819,164 in Healthcare for AI visibility
6.4
/10
AEO Score
from our crawl and measurement
LIMARP is a Tijuana, B.C., Baja California business whose own site puts it this way: "Internationally renowned center for Bariatric Surgery in Tijuana Mexico, with the highest standards of quality for Weight Loss Surgery in Mexico." Its AI visibility score is 6.4 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on structured data describing the business, a clear heading structure, a clearly stated business identity, visible credibility markers and sitemaps and entity links AI can follow. It is passable on basic crawler access.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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. 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). It does link out to several social profiles, which helps engines tie the brand together. By its own structured data it is a medical business.
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
9
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.
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.
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 6.4/10, LIMARP has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LIMARP
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/limarp
Cite this score: Engagemii (2026). "AEO Score for LIMARP." Retrieved from https://engagemii.com/aeo/brands/limarp
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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