AI Visibility Scorecard
COG Analytics
coganalytics.com · Healthcare
Borderline visible. AI bots can crawl COG Analytics, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 10 times
Meta AI · Claude · ShapBot
#241,523 of 925,257 in Healthcare for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Healthcare average 11
Top 19% of Healthcare
See what's behind this score →4
-
Network Authority
iNot connected yet
Healthcare average 0.0
0 relationships · Healthcare average 3
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Healthcare average 18
See what's behind this score →0
About COG Analytics
from our crawl and measurement
COG Analytics is a business whose own site puts it this way: "Improving public health through innovative solutions." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
On its own pages the site does well on visible credibility markers. It is passable on some structured data, a workable page structure, a partly stated business identity and basic crawler access. What holds it back is sitemaps and entity links AI can follow.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 2012.
- Company ·
- COG Analytics
- Website ·
- coganalytics.com
- Industry ·
- Healthcare
- Location ·
- Potomac, Maryland
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 2, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
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 read your site and name it in answers. At 4/10, COG Analytics is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for COG Analytics
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for COG Analytics.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coganalytics
Cite this score: Engagemii (2026). "AEO Score for COG Analytics." Retrieved from https://engagemii.com/aeo/brands/coganalytics
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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