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AI Visibility Scorecard
Commonwealth OBGYN
commobgyn.com · Healthcare
Somewhat visible. AI bots can read Commonwealth OBGYN, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#107,784 of 700,577 in Healthcare for AI visibility
5.7
/10
AEO Score
About Commonwealth OBGYN
from our crawl and measurement
Commonwealth OBGYN, based in Brookline, MA, describes itself simply: "Commonwealth OBGYN is a skilled OB-GYN in Brookline, MA. Accepting new appointments. Call today or request an appointment on our website." Its AI visibility score is 5.7 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on structured data describing the business, a clearly stated business identity and crawler access and the files AI engines look for. It is passable on a workable page structure, a few credibility markers and partial sitemap and link coverage.
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.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
1
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 5.7/10, Commonwealth OBGYN has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Commonwealth OBGYN
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/commobgyn
Cite this score: Engagemii (2026). "AEO Score for Commonwealth OBGYN." Retrieved from https://engagemii.com/aeo/brands/commobgyn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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