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AI Visibility Scorecard
ldmbio.com
ldmbio.com · Other
At 2/10, ldmbio.com is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
2
/10
AEO Score
About ldmbio.com
from our crawl and measurement
ldmbio.com is a business whose own site puts it this way: "莱德盟生物技术有限公司，是一家致力于生命科学领域的综合性高科技企业，主要致力于生命科学研究的实验技术服务项目，并结合了生物仪器，试剂耗材的销售等。<br/>公司入驻于广州市生物技术领域的核心地区, 广州市科学城国际企业孵化基地内，并于南海高新工业区建设了三千多平方的生产基地，配备生物等级实验室，拥有万级、百级超菌生产车间 145 平方米，完全符合 GMP." As far as answer engines are concerned it may as well not exist yet: 1.8 out of 10.
The site is missing structured data describing the business, an llms.txt file and 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
1
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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 Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 2/10, ldmbio.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ldmbio.com
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ldmbio
Cite this score: Engagemii (2026). "AEO Score for ldmbio.com." Retrieved from https://engagemii.com/aeo/brands/ldmbio
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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