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AI Visibility Scorecard
Ralph Parker, M.D., General Surgery
ralphparkermd.com · Healthcare
Borderline visible. AI bots can crawl Ralph Parker, M.D., General Surgery, 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 · Apple Intelligence
#421,843 of 839,752 in Healthcare for AI visibility
4.7
/10
AEO Score
About Ralph Parker, M.D., General Surgery
from our crawl and measurement
"General surgery, doctor office providing surgical care to patients in Flower Mound, Highland Village, Coppell, Las Colinas, Lewisville, Grapevine, Denton and Dallas." That is how Ralph Parker, M.D., General Surgery of Flower Mound, TX introduces itself. When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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, Ralph Parker, M.D., General Surgery is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ralph Parker, M.D., General Surgery
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ralphparkermd
Cite this score: Engagemii (2026). "AEO Score for Ralph Parker, M.D., General Surgery." Retrieved from https://engagemii.com/aeo/brands/ralphparkermd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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