AI Visibility Scorecard
Cold and Missing
coldandmissing.com · Media & Entertainment
At 2.62/10, Cold and Missing is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Domain Trust, News Mentions and Community. That is fixable, and the signals below show where to start.
AI engines read this profile 6 times
Claude · Meta AI
Top 50% in Media & Entertainment for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Media & Entertainment average 17
Top 23% of Media & Entertainment
See what's behind this score →2.62
AEO Visibility
iNear-invisible · 2.62/10
Media & Entertainment average 2.6
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
Media & Entertainment average 15
See what's behind this score →0
About Cold and Missing
from our crawl and measurement
Cold and Missing describes itself simply: "Cold and Missing focuses exclusively on cold cases and unsolved missing person cases. Every week Ali and Eli - a husband and wife duo- will bring you either a Cold Case or a unresolved." When AI engines look at it, they find little to work with. It scores 2.62 out of 10.
Our crawl found structured data on the page (Organization, WebSite, PodcastSeries), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 6 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
- Company ·
- Cold and Missing
- Website ·
- coldandmissing.com
- Industry ·
- Media & Entertainment
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.62/10, Cold and Missing is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
New to Cold and Missing?
Here are some great episodes to start with. Or, check out episodes by topic. Cold and Missing: Elisa Roberson
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Cold and Missing.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coldandmissing
Cite this score: Engagemii (2026). "AEO Score for Cold and Missing." Retrieved from https://engagemii.com/aeo/brands/coldandmissing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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