AI Visibility Scorecard
PathGene Biotech
pathgenebio.com · Manufacturing & Industrial
Somewhat visible. AI bots can read PathGene Biotech, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#50,816 of 267,978 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About PathGene Biotech
from our crawl and measurement
High-Purity NMN, NAD⁺ Bulk Manufacturer is a Nanjing, Jiangsu business whose own site puts it this way: "Synthetic biology-derived high-purity active ingredients manufacturer. Specializing in NMN, NAD+, NR, and CDP-Choline with ≥99.5% purity." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (Organization), an llms.txt file for AI models, a sitemap.
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
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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 5.4/10, PathGene Biotech has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for PathGene Biotech
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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 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pathgenebio
Cite this score: Engagemii (2026). "AEO Score for PathGene Biotech." Retrieved from https://engagemii.com/aeo/brands/pathgenebio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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