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AI Visibility Scorecard
NIHMS
www.nihms.nih.gov · Food & Beverage
Somewhat visible. AI bots can read NIHMS, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 619 times
Meta AI · ChatGPT · Apple Intelligence · Claude
#825 of 1,368,022 in Food & Beverage for AI visibility
7
AEO Visibility
iVisible · 6.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About NIHMS
from our crawl and measurement
"The NIHMS Process Manuscript deposit via NIHMS is a multi-step process that currently takes approximately 2 to 3 weeks following initial approval of a complete submission." That is how NIHMS of Rockville Pike Bethesda, MD introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.9 out of 10, readable in places and missing in others.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 47 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and AmazonBot (Alexa AI).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
1
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
3
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
10
Inbound links from other sites.
Domain Authority
8
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
10
Press and news coverage.
Community
9
Forum and community discussion.
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 6.9/10, NIHMS has a working base to build on - fixable, and the signals above are where to start.
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/www-nihms-nih-gov
Cite this score: Engagemii (2026). "AEO Score for NIHMS." Retrieved from https://engagemii.com/aeo/brands/www-nihms-nih-gov
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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