AI Visibility Scorecard
First Cast Plumbing
firstcastplumbing.com · Home & Living
Borderline visible. AI bots can crawl First Cast Plumbing, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#574,366 of 1,374,682 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About First Cast Plumbing
from our crawl and measurement
First Cast Plumbing is a business whose own site puts it this way: "First Cast Plumbing provides reliable residential plumbing services throughout New Hampshire, including repairs, water heaters, drain cleaning, well pumps & more." When AI engines look at it, they find little to work with. It scores 4.8 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 4.8/10, First Cast Plumbing is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose First Cast Plumbing?
Quality You Can TrustWe believe quality plumbing starts with doing the job right the first time. From small repairs to major plumbing projects, we use dependable products, proven techniques, and attention to detail to deliver work you can count on.Licensed & InsuredYour home deserves professional care and peace of mind.
Is this your brand?
The exact fixes for First Cast Plumbing
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/firstcastplumbing
Cite this score: Engagemii (2026). "AEO Score for First Cast Plumbing." Retrieved from https://engagemii.com/aeo/brands/firstcastplumbing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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