AI Visibility Scorecard
Commercial Plumbing Product Supplies in Philadelphia PA
msrep.com · Home & Living
Somewhat visible. AI bots can read Commercial Plumbing Product Supplies in Philadelphia PA, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · ChatGPT · Apple Intelligence · Meta AI
#208,179 of 1,374,351 in Home & Living for AI visibility
6
AEO Visibility
iBorderline · 5.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Commercial Plumbing Product Supplies in Philadelphia PA
from our crawl and measurement
Commercial Plumbing Product Supplies in Philadelphia PA, based in Warminster, PA, describes itself simply: "Our Brands Martin & Smith, Inc Since 1972 we have endeavored to provide our manufacturer partners the market penetration that they deserve and our local customers the service they demand." Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.
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.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and 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
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
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 5.5/10, Commercial Plumbing Product Supplies in Philadelphia PA has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Commercial Plumbing Product Supplies in Philadelphia PA
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/msrep
Cite this score: Engagemii (2026). "AEO Score for Commercial Plumbing Product Supplies in Philadelphia PA." Retrieved from https://engagemii.com/aeo/brands/msrep
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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