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AI Visibility Scorecard
conflictsurfaces.com · Healthcare
Borderline visible. AI bots can crawl Conflict Surfaces, 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
#547,282 of 734,387 in Healthcare for AI visibility
4
/10
AEO Score
from our crawl and measurement
Conflict Surfaces describes itself simply: "Your recurring fights are not a communication problem. They are a design problem. Conflict Surfaces by Robert C. Skarzynski is a practical systems framework for reducing...." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 4/10, Conflict Surfaces is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Conflict Surfaces
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Conflict Surfaces.
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/conflictsurfaces
Cite this score: Engagemii (2026). "AEO Score for Conflict Surfaces." Retrieved from https://engagemii.com/aeo/brands/conflictsurfaces
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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