#439,117 OF 916,493 IN HEALTHCARE
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AI Visibility Scorecard
Melanie Ho Erb, M.D
drerb.com · Healthcare
Borderline visible. AI bots can crawl Melanie Ho Erb, M.D, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#439,117 of 916,493 in Healthcare for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Melanie Ho Erb, M.D
from our crawl and measurement
Melanie Ho Erb, M.D. Laser Cosmetic and Oculoplastic Surgeon is a Irvine, CA business whose own site puts it this way: "Double Board Certified Surgeon offers aesthetic surgical services, laser facial treatments, fillers, Neurotoxin and more." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.7/10, Melanie Ho Erb, M.D is crawlable but under-signaled - fixable, and the signals above are where to start.
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Source & Attribution
Scored by Engagemii on September 26, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/drerb
Cite this score: Engagemii (2026). "AEO Score for Melanie Ho Erb, M.D." Retrieved from https://engagemii.com/aeo/brands/drerb
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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