AI Visibility Scorecard
Frederic Plumbing
fredericplumbing.com · Home & Living
Borderline visible. AI bots can crawl Frederic 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.
AI engines read this profile 6 times
Meta AI · Claude · ShapBot
#455,424 of 1,375,046 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Frederic Plumbing
from our crawl and measurement
"Frederic Plumbing offers residential and commercial plumbing, repairs, water heaters, water softeners, fixtures, sump pumps, radon systems, and more." That is how Frederic Plumbing introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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
Fair
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 5/10, Frederic Plumbing is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose Frederic Plumbing?
Local plumbing service backed by experience, quality workmanship, and dependable communication. 20+ Years Experience Experienced residential and commercial plumbing solutions from a licensed Master Plumber. Quality Workmanship Professional plumbing work done with care, attention to detail, and lasting results. Family Owned Honest service, dependable work, and a commitment to helping local homeowners and businesses.
Is this your brand?
The exact fixes for Frederic 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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Frederic Plumbing.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fredericplumbing
Cite this score: Engagemii (2026). "AEO Score for Frederic Plumbing." Retrieved from https://engagemii.com/aeo/brands/fredericplumbing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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