AI Visibility Scorecard
defrostthecoldcases.com · Other
Borderline visible. AI bots can crawl Defrost the Cold Cases, 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 · ChatGPT
<1
AI Naming Predictability
iRarely named · <1/100
Average 15
Top 91% of Other
See what's behind this score →4
-
Network Authority
iNot connected yet
Average 0.0
0 relationships · Average 3
See what's behind this score →20
0
from our crawl and measurement
Defrost the Cold Cases is one of the businesses we track. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (Organization, WebSite, CollectionPage). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4/10, Defrost the Cold Cases is crawlable but under-signaled - fixable, and the signals above are where to start.
KNOW SOMETHING?
Every case on this board is still open with the original agency. Tips go to investigators — we can help you route one. SUBMIT A TIP DEFROST THE COLD CASES New episodes every other Thursday. All case details from public records. Press Kit Contact Corrections Privacy Policy Cookie Policy TAP AGAIN — READ THE FULL FILE We use cookies for analytics and, once ads launch, ad personalization. See our Cookie Policy.
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/defrostthecoldcases
Cite this score: Engagemii (2026). "AEO Score for Defrost the Cold Cases." Retrieved from https://engagemii.com/aeo/brands/defrostthecoldcases
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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