AI Visibility Scorecard
Austin Pediatric Oph
patchforvision.com · Healthcare
Somewhat visible. AI bots can read Austin Pediatric Oph, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · ChatGPT · Meta AI · Apple Intelligence
#306,139 of 923,289 in Healthcare for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Austin Pediatric Oph
from our crawl and measurement
Austin Pediatric Oph is a Austin, TX business whose own site puts it this way: "Austin Pediatric Ophthalmology is located at 4700 Seton Center Parkway #150 Austin, Texas 78759. Dr." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (LocalBusiness, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
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 5.1/10, Austin Pediatric Oph has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Austin Pediatric Oph
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/patchforvision
Cite this score: Engagemii (2026). "AEO Score for Austin Pediatric Oph." Retrieved from https://engagemii.com/aeo/brands/patchforvision
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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