AI Visibility Scorecard
Hummingbird Bioscience | Precision Medicine. Precision Therapies.
hummingbirdbioscience.com · Healthcare
Borderline visible. AI bots can crawl Hummingbird Bioscience | Precision Medicine. Precision Therapies., 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 16 times
Meta AI · Claude · Apple Intelligence · Perplexity
#13,137 of 924,111 in Healthcare for AI visibility
5
AI Naming Predictability
iRarely named · 5/100
More likely to be named than 97% of Healthcare companies
5
AEO Visibility
iBorderline · 4.7/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Hummingbird Bioscience | Precision Medicine. Precision Therapies.
from our crawl and measurement
Hummingbird Bioscience is a business whose own site puts it this way: "Hummingbird Bioscience is leading a bold new way of engineering precision biotherapeutics that can define the future of precision medicine." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 4.7/10, Hummingbird Bioscience | Precision Medicine. Precision Therapies. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Hummingbird Bioscience | Precision Medicine. Precision Therapies.
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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 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hummingbirdbioscience
Cite this score: Engagemii (2026). "AEO Score for Hummingbird Bioscience | Precision Medicine. Precision Therapies.." Retrieved from https://engagemii.com/aeo/brands/hummingbirdbioscience
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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