AI Visibility Scorecard
Murphy's Plumbing, Heating & Air Conditioning
murphysonmacdade.com · Home & Living
Somewhat visible. AI bots can read Murphy's Plumbing, Heating & Air Conditioning, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Apple Intelligence · Claude · Perplexity
#76,035 of 1,375,151 in Home & Living for AI visibility
6
AEO Visibility
iVisible · 6/10
43
Muse Index Score
iAI agent readiness
Agent-ready · 43/100
0
AI Adoption
iNone detected · 0/100
About Murphy's Plumbing, Heating & Air Conditioning
from our crawl and measurement
Murphy's Plumbing, Heating & Air Conditioning, based in Broomall, PA, describes itself simply: "For quality HVAC and plumbing services, look to Murphy's Plumbing, Heating & Air Conditioning! Serving the Delaware County area for 45+ years. Call us!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 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 and sitemaps and entity links AI can follow. It is passable on basic crawler access.
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.
The business dates to 1978.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
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 6/10, Murphy's Plumbing, Heating & Air Conditioning has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What’s That Smell Coming From My AC?
July 15, 2026 As the temperatures begin to rise in many homeowners are firing up their air conditioners (ACs) for the first time in months.
Is this your brand?
The exact fixes for Murphy's Plumbing, Heating & Air Conditioning
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/murphysonmacdade
Cite this score: Engagemii (2026). "AEO Score for Murphy's Plumbing, Heating & Air Conditioning." Retrieved from https://engagemii.com/aeo/brands/murphysonmacdade
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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