AI Visibility Scorecard
Ann C. Collins, MD
anncollinsmd.com · Healthcare
Borderline visible. AI bots can crawl Ann C. Collins, MD, 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 2 times
Claude · ShapBot
#47,817 of 925,288 in Healthcare for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Healthcare average 11
Top 13% 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 Ann C. Collins, MD
from our crawl and measurement
Ann C. Collins, MD is a Indianapolis, IN business whose own site puts it this way: "Learn more about Ann C. Collins, MD, Primary care doctor in Indianapolis - IN and how their MDVIP practice can provide you fully personalized primary care." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (Physician) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). By its own structured data it is a medical business.
- Company ·
- Ann C. Collins, MD
- Website ·
- anncollinsmd.com
- Industry ·
- Healthcare
- Location ·
- Indianapolis, IN
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Sep 29, 2026
The 6 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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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 read your site and name it in answers. At 4.2/10, Ann C. Collins, MD is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What’s different about MDVIP practices and traditional primary care practices?
Doctors who operate in the MDVIP models typically see far fewer patients than traditional primary care doctors. That gives them more time to develop deeper doctor-patient relationships that can lead to better outcomes. They can also offer conveniences that most primary care doctors can’t, including same- and next-day appointments. They’re available after hours for urgent matters.
How does insurance work in an MDVIP-affiliated practice?
Most MDVIP-affiliated primary care practices accept insurance (your physician can tell you whether they accept your specific insurance plan). Your annual fee pays for preventive care medical services that insurance usually doesn’t cover (e.g., advanced diagnostic testing and screenings).
What is MDVIP and what does it do?
MDVIP makes wellness and prevention easier by providing your physician with innovative tools and technology. MDVIP supports your physician’s practice and seeks to eliminate barriers to a positive healthcare experience. Your doctor will determine whether and how to incorporate these tools at his/her discretion.
Is this your brand?
The exact fixes for Ann C. Collins, MD
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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.
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Source & Attribution
Scored by Engagemii on September 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/anncollinsmd
Cite this score: Engagemii (2026). "AEO Score for Ann C. Collins, MD." Retrieved from https://engagemii.com/aeo/brands/anncollinsmd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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