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AI Visibility Scorecard
Sandy Kilpatrick
sandykilpatrick.com · Media & Entertainment
Borderline visible. AI bots can crawl Sandy Kilpatrick, 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
#935,643 of 1,893,143 in Media & Entertainment for AI visibility
4.7
/10
AEO Score
About Sandy Kilpatrick
from our crawl and measurement
"Discover the artistry of Sandy Kilpatrick, a Scottish singer-songwriter and storyteller based in Portugal, exploring music, photography, and creative work inspired by nature." That is how Sandy Kilpatrick introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
1
Inbound links from other sites.
Domain Authority
2
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
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, Sandy Kilpatrick is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Sandy Kilpatrick
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sandykilpatrick
Cite this score: Engagemii (2026). "AEO Score for Sandy Kilpatrick." Retrieved from https://engagemii.com/aeo/brands/sandykilpatrick
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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