AI Visibility Scorecard
Coats Installations
coatsinstallations.com · Home & Living
Borderline visible. AI bots can crawl Coats Installations, 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
#861,928 of 1,374,186 in Home & Living for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Coats Installations
from our crawl and measurement
Coats Installations Auto Glass Replacement Services is a business whose own site puts it this way: "Skip to content Refer a FRIEND and receive a $25 discount!." When AI engines look at it, they find little to work with. It scores 4.3 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.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 4.3/10, Coats Installations is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why trust Coats Installations LLC.with your vehicle?
1) Professionalism Uphold a code of ethics that promotes honesty, integrity, and respect in all business dealings. Implement a feedback system where customers can share their experiences, which are used to continuously improve services. Provide clear communication with customers regarding appointment times, expected service durations, and any aftercare instructions.
Is this your brand?
The exact fixes for Coats Installations
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Coats Installations.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coatsinstallations
Cite this score: Engagemii (2026). "AEO Score for Coats Installations." Retrieved from https://engagemii.com/aeo/brands/coatsinstallations
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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