AI Visibility Scorecard
Caleb Frederick | Jewelry and Design
element79casting.com · Fashion & Apparel
Borderline visible. AI bots can crawl Caleb Frederick | Jewelry and Design, 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 1 times
Claude
#172,664 of 246,422 in Fashion & Apparel for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Fashion & Apparel average 14
Top 81% of Fashion & Apparel
See what's behind this score →3.5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Fashion & Apparel average 4. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Fashion & Apparel average 24
See what's behind this score →0
About Caleb Frederick | Jewelry and Design
from our crawl and measurement
Caleb Frederick is a Ostrander, OH business whose own site puts it this way: "Bring your dream jewelry pieces to life with Caleb Frederick, Jewelry and Design." 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, LocalBusiness). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Caleb Frederick | Jewelry and Design
- Website ·
- element79casting.com
- Industry ·
- Fashion & Apparel
- Location ·
- Ostrander, OH
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Sep 30, 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
Weak
Clear headings and answer-style content.
Entity Clarity
Strong
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.
The 6 off-page signals AI reads
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 read your site and name it in answers. At 3.5/10, Caleb Frederick | Jewelry and Design is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Caleb Frederick | Jewelry and Design
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
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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Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/element79casting
Cite this score: Engagemii (2026). "AEO Score for Caleb Frederick | Jewelry and Design." Retrieved from https://engagemii.com/aeo/brands/element79casting
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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