▼ 0.1 since Jul 2026
#19,386 OF 262,087 IN MANUFACTURING & INDUSTRIAL
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AI Visibility Scorecard
CeramSource
ceramicfiber.com · Manufacturing & Industrial
Somewhat visible. AI bots can read CeramSource, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · ChatGPT · Claude · Apple Intelligence
#19,386 of 262,087 in Manufacturing & Industrial for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About CeramSource
from our crawl and measurement
CeramSource is a Beaver Falls, Pennsylvania business whose own site puts it this way: "Located in Beaver Creek, Pa, in the United States, CeramSource is a global leader in manufacturing and distributing refractory products to major producers worldwide." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Place, Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
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 5.9/10, CeramSource has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CeramSource
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for CeramSource.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ceramicfiber
Cite this score: Engagemii (2026). "AEO Score for CeramSource." Retrieved from https://engagemii.com/aeo/brands/ceramicfiber
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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