AI Visibility Scorecard
DeRosa Mechanical LLC
derosacapecod.com · Home & Living
Somewhat visible. AI bots can read DeRosa Mechanical LLC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Meta AI · ShapBot
#293,722 of 1,375,399 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About DeRosa Mechanical LLC
from our crawl and measurement
"DeRosa Mechanical LLC offers reliable HVAC/R services in Cape Cod, including heating, cooling, and refrigeration. Trusted for over 25 years with a focus on quality and customer satisfaction." That is how DeRosa Mechanical LLC introduces itself. Its AI visibility score is 5.3 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 (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
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
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
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 5.3/10, DeRosa Mechanical LLC has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for DeRosa Mechanical LLC
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 6, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/derosacapecod
Cite this score: Engagemii (2026). "AEO Score for DeRosa Mechanical LLC." Retrieved from https://engagemii.com/aeo/brands/derosacapecod
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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