#1,377,361 OF 2,698,581 IN TECHNOLOGY
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AI Visibility Scorecard
LucasPye Bio — The CDMO built for innovative therapies
lpbcdmo.com · Technology
Borderline visible. AI bots can crawl LucasPye Bio — The CDMO built for innovative 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 1 times
Claude
#1,377,361 of 2,698,581 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About LucasPye Bio — The CDMO built for innovative therapies
from our crawl and measurement
"Accelerated, integrative drug development. One partner from discovery to first-in-human, IND-ready in 6 to 7 years, not 12 to 15." That is how LucasPye Bio The CDMO built for innovative therapies of Philadelphia, PA introduces itself. When AI engines look at it, they find little to work with. It scores 4.4 out of 10.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 4.5/10, LucasPye Bio — The CDMO built for innovative therapies is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LucasPye Bio — The CDMO built for innovative therapies
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/lpbcdmo
Cite this score: Engagemii (2026). "AEO Score for LucasPye Bio — The CDMO built for innovative therapies." Retrieved from https://engagemii.com/aeo/brands/lpbcdmo
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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