AI Visibility Scorecard
Codmanai
codmanai.com · Technology
At 2.10/10, Codmanai is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 5 times
Claude · Parallel
20
AI Naming Predictability
iRarely named · 20/100
Technology average 28
Top 49% of Technology
See what's behind this score →2.10
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →10
Muse Index Score
iAI agent readiness
Basic · 10/100
Technology average 17
See what's behind this score →0
About Codmanai
from our crawl and measurement
"CodmanAI’s cutting-edge medical coding software uses advanced AI to streamline chart processing, eliminate backlogs, and expedite insurance payments." That is how Codmanai introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.10 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have read this profile 5 times in our tracking, including ClaudeBot (Anthropic) and ShapBot (Parallel).
- Company ·
- Codmanai
- Website ·
- codmanai.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 7, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Fair
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 2.10/10, Codmanai is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
What is Medical Coding?
Medical coding is the process of converting medical services, procedures, diagnoses, and equipment into standardized alphanumeric codes. These codes play a crucial role in healthcare by ensuring accurate billing, insurance claims processing, and statistical analysis, as well as maintaining comprehensive documentation.
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 November 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codmanai
Cite this score: Engagemii (2026). "AEO Score for Codmanai." Retrieved from https://engagemii.com/aeo/brands/codmanai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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