AI Visibility Scorecard
WALKING ON THIN ICE
walkingthinice.com · Healthcare
Borderline visible. AI bots can crawl WALKING ON THIN ICE, 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 4 times
Claude · Meta AI
#626,667 of 923,557 in Healthcare for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
4
AI Adoption
iBasic · 4/100
About WALKING ON THIN ICE
from our crawl and measurement
WALKING ON THIN ICE describes itself simply: "WALKING ON THIN ICE Search shuffle fuel 7.19.2026 July 19, 2026 No Comments 400, Tumbling Tumbleweeds, Sons of the Pioneers 401, Lust For Life, Iggy Pop 402, Altay, Otyken 403." When AI engines look at it, they find little to work with. It scores 4.3 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 2 times in our tracking, including ClaudeBot (Anthropic).
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
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
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 4.3/10, WALKING ON THIN ICE is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for WALKING ON THIN ICE
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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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/walkingthinice
Cite this score: Engagemii (2026). "AEO Score for WALKING ON THIN ICE." Retrieved from https://engagemii.com/aeo/brands/walkingthinice
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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