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AI Visibility Scorecard
ddheatingandcooling.com · Home & Living
Somewhat visible. AI bots can read D & D Heating & Air Conditioning Inc, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Meta AI · Apple Intelligence · Claude
#5,662 of 1,244,256 in Home & Living for AI visibility
6.5
/10
AEO Score
from our crawl and measurement
HVAC Company Worcester County MA D & D Heating & Air Conditioning Calendar icon with checkmark and small clock overlayBlack document with white lines and a shield checkmark icon, suggesting security or verified compliance.Bill with dollar sign and calculator iconUser icon with stars above the headBlack calendar icon with white date dots on a white backgroundHand holding a checkmark award badge iconTwo overlapping black speech bubbles with ellipsis dots on a white backgroundContact Us is a North Oxford, MA business whose own site puts it this way: "Serving Worcester County, MA, D & D Heating & Air Conditioning Inc has been the trusted HVAC company in North Oxford, MA and the surrounding areas for over 25 years." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: structured data describing the business, a clear heading structure, a clearly stated business identity, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
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.
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 6.5/10, D & D Heating & Air Conditioning Inc has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for D & D Heating & Air Conditioning Inc
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ddheatingandcooling
Cite this score: Engagemii (2026). "AEO Score for D & D Heating & Air Conditioning Inc." Retrieved from https://engagemii.com/aeo/brands/ddheatingandcooling
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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