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AI Visibility Scorecard
collins-cs.com · Home & Living
Somewhat visible. AI bots can read Collins, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · ChatGPT
#39,652 of 1,244,256 in Home & Living for AI visibility
6.1
/10
AEO Score
from our crawl and measurement
Collins is a Scottsdale, AZ business whose own site puts it this way: "When it comes to HVAC, refrigeration, plumbing, and other facility management services, Collins is the premier choice for both commercial & residential clients." Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (BreadcrumbList, LocalBusiness, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
8
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.
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 6.1/10, Collins has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Collins
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/collins-cs
Cite this score: Engagemii (2026). "AEO Score for Collins." Retrieved from https://engagemii.com/aeo/brands/collins-cs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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