AI Visibility Scorecard
COD Research
cod-research.com · Professional Services
Somewhat visible. AI bots can read COD Research, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#64,483 of 526,862 in Professional Services for AI visibility
6
AEO Visibility
iBorderline · 5.7/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About COD Research
from our crawl and measurement
"COD Research is a global full-service Clinical Research Organization, delivering comprehensive global solutions in clinical trial management, regulatory, and pharmacovigilance to accelerate." That is how COD Research of Ahmedabad, Gujarat introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, WebPage), 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
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 5.7/10, COD Research has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What makes our Solutions Industry Leading?
With multiple facilities in India and the USA, we serve a truly global footprint. At our organization, we are committed to extending our capabilities to provide optimal solutions that leverage local expertise to suit global programs, while accelerating every stage of the drug development process, including specialized services in clinical trial outsourcing.
Is this your brand?
The exact fixes for COD Research
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 September 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cod-research
Cite this score: Engagemii (2026). "AEO Score for COD Research." Retrieved from https://engagemii.com/aeo/brands/cod-research
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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