AI Visibility Scorecard
Pharma²⁸ — Rare disease infrastructure.
pharma28.com · Healthcare
Borderline visible. AI bots can crawl Pharma²⁸ — Rare disease infrastructure., 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.
AI engines read this profile 1 times
Claude
#806,402 of 919,068 in Healthcare for AI visibility
4
AEO Visibility
iNear-invisible · 3.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
8
AI Adoption
iBasic · 8/100
About Pharma²⁸ — Rare disease infrastructure.
from our crawl and measurement
Pharma²⁸ Rare disease infrastructure. describes itself simply: "Pharma²⁸ is a biotech and health technology company building the clinical, regulatory and data infrastructure that moves rare disease innovation." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 3.6/10, Pharma²⁸ — Rare disease infrastructure. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Pharma²⁸ — Rare disease infrastructure.
Which AI engines already crawl you
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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/pharma28
Cite this score: Engagemii (2026). "AEO Score for Pharma²⁸ — Rare disease infrastructure.." Retrieved from https://engagemii.com/aeo/brands/pharma28
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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