AI Visibility Scorecard
Help Find Caleb
helpfindcaleb.com · Media & Entertainment
Borderline visible. AI bots can crawl Help Find Caleb, 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
#866,484 of 1,966,684 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Help Find Caleb
from our crawl and measurement
"Earlier this year a 6-year-old Singaporean boy named Caleb was abducted by his father to Malaysia. He has now been missing, without contact, over 175+ days." That is how Help Find Caleb introduces itself. When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (Person, Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
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.
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, Help Find Caleb is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
HOW CAN YOU HELP?
Please imagine this was your child. How heartbroken you would be. How lost you would feel. We ask that you help forward this website to your family and friends, so they can help watch the video taken by his mother, Daylin.
Is this your brand?
The exact fixes for Help Find Caleb
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 October 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/helpfindcaleb
Cite this score: Engagemii (2026). "AEO Score for Help Find Caleb." Retrieved from https://engagemii.com/aeo/brands/helpfindcaleb
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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