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AI Visibility Scorecard
Idbs
idbs.com · Technology
Somewhat visible. AI bots can read Idbs, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Amazon Alexa · Apple Intelligence
#70,679 of 2,623,137 in Technology for AI visibility
6.6
/10
AEO Score
About Idbs
from our crawl and measurement
Idbs, based in Boston, MA, describes itself simply: "Discover IDBS' advanced laboratory informatics solutions. Streamline R&D data management and boost lab efficiency and accuracy with innovative tools." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.6 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and AmazonBot (Alexa AI).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
9
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
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 6.6/10, Idbs has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Idbs
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/idbs
Cite this score: Engagemii (2026). "AEO Score for Idbs." Retrieved from https://engagemii.com/aeo/brands/idbs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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