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AI Visibility Scorecard
Costrym — Stop the Failure Before It Happens
costrym.com · Technology
Borderline visible. AI bots can crawl Costrym — Stop the Failure Before It Happens, 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
#2,181,246 of 2,641,190 in Technology for AI visibility
3.3
/10
AEO Score
About Costrym — Stop the Failure Before It Happens
from our crawl and measurement
Costrym — Stop the Failure Before It Happens describes itself simply: "An AI-native clinical trial rescue service. We monitor your active trials in real time, detect failure before it's final, and execute the intervention that keeps the drug on...." When AI engines look at it, they find little to work with. It scores 3.1 out of 10.
Under the hood there is a readable heading structure and substantial page content, but the score is capped by what is missing: structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
3
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.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion 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 3.3/10, Costrym — Stop the Failure Before It Happens is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Costrym — Stop the Failure Before It Happens
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/costrym
Cite this score: Engagemii (2026). "AEO Score for Costrym — Stop the Failure Before It Happens." Retrieved from https://engagemii.com/aeo/brands/costrym
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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