AI Visibility Scorecard
Hillary G. Redlin MD
hillaryredlinmd.com · Healthcare
Borderline visible. AI bots can crawl Hillary G. Redlin 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 10 times
Meta AI · Claude · Apple Intelligence
#241,523 of 925,257 in Healthcare for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Healthcare average 11
Top 55% 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 →30
Muse Index Score
iAI agent readiness
Basic · 30/100
Healthcare average 18
See what's behind this score →0
About Hillary G. Redlin MD
from our crawl and measurement
"Hillary G. Redlin MD is a hand and upper extremity surgeon providing comprehensive care from elbow to fingertips for adults and children." That is how Hillary G. Redlin MD of Corte Madera, CA introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
On the page itself the strengths are clear: a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data and a workable page structure. What holds it back is credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
Off the page there is only faint evidence that only a handful of sites link to it and 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. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
- Company ·
- Hillary G. Redlin MD
- Website ·
- hillaryredlinmd.com
- Industry ·
- Healthcare
- Location ·
- Corte Madera, CA
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Jul 31, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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.
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 4/10, Hillary G. Redlin MD is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Hillary G. Redlin 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hillaryredlinmd
Cite this score: Engagemii (2026). "AEO Score for Hillary G. Redlin MD." Retrieved from https://engagemii.com/aeo/brands/hillaryredlinmd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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