AI Visibility Scorecard
Wrong
wrongstitches.com · Legal
Borderline visible. AI bots can crawl Wrong, 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 3 times
Claude
#208,986 of 388,793 in Legal for AI visibility
36
AI Naming Predictability
iSometimes named · 36/100
5
AEO Visibility
iBorderline · 4.5/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Wrong
from our crawl and measurement
Wrong describes itself simply: "Educational information about wrong-site surgery, surgical never events, and patient rights. Learn what happened, what options exist, and how to connect with an attorney." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.
Under the hood there is structured data on the page (WebSite) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
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
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 4.5/10, Wrong is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What Is Wrong-Site Surgery?
Wrong-site surgery refers to any surgical procedure performed on the wrong body part, the wrong side of the body, the wrong patient, or the wrong procedure entirely.
Which Surgeries Are Most Commonly Affected?
According to published research, wrong-site surgeries occur across many specialties. The following figures are approximate and sourced from publicly available medical literature.~35% Orthopedic Surgery~22% Neurosurgery / Spine~15% Arthroscopic Procedures~12% Muscle / Tendon~9% Urology~7% Other SpecialtiesNote: These figures represent estimates from published research and may vary.
Is this your brand?
The exact fixes for Wrong
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Wrong.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/wrongstitches
Cite this score: Engagemii (2026). "AEO Score for Wrong." Retrieved from https://engagemii.com/aeo/brands/wrongstitches
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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