▼ 1.5 since Jun 2026
#1,091,460 OF 1,364,859 IN HOME & LIVING
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AI Visibility Scorecard
Construction Materials Testing Laboratory in East Tennessee, Knoxville.
constructionmaterialslaboratory.com · Home & Living
Borderline visible. AI bots can crawl Construction Materials Testing Laboratory in East Tennessee, Knoxville., 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 4 times
Meta AI · Apple Intelligence · Claude
#1,091,460 of 1,364,859 in Home & Living for AI visibility
4
AEO Visibility
iNear-invisible · 3.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Construction Materials Testing Laboratory in East Tennessee, Knoxville.
from our crawl and measurement
Construction Materials Testing Laboratory in East Tennessee, Knoxville., based in Knoxville, TN, describes itself simply: "Construction Materials Laboratory offers professional Geotechnical Exploration, Construction Materials Testing and QA/QC service to East Tennessee and surrounding areas." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including Applebot (Siri) and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 3.5/10, Construction Materials Testing Laboratory in East Tennessee, Knoxville. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Construction Materials Testing Laboratory in East Tennessee, Knoxville.
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.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/constructionmaterialslaboratory
Cite this score: Engagemii (2026). "AEO Score for Construction Materials Testing Laboratory in East Tennessee, Knoxville.." Retrieved from https://engagemii.com/aeo/brands/constructionmaterialslaboratory
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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