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AI Visibility Scorecard
Calloused Hands Water Treatment & Plumbing Service
callousedhands.co · Home & Living
Somewhat visible. AI bots can read Calloused Hands Water Treatment & Plumbing Service, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#204,727 of 1,269,487 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
50
Muse Index Score
iAI agent readiness
Agent-ready · 50/100
0
AI Adoption
iNone detected · 0/100
About Calloused Hands Water Treatment & Plumbing Service
from our crawl and measurement
Calloused Hands Water Treatment & Plumbing Service is a business whose own site puts it this way: "Water treatment and plumbing services in Michigan. Calloused Hands offers free estimates and expert solutions. Call 810-835-6070 to check same-day availability." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (LocalBusiness, Plumber), an llms.txt file for AI models and a sitemap.
By its own structured data it is a plumbing business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
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
8
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.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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.
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 5.4/10, Calloused Hands Water Treatment & Plumbing Service has a working base to build on - fixable, and the signals above are where to start.
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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 September 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/callousedhands-co
Cite this score: Engagemii (2026). "AEO Score for Calloused Hands Water Treatment & Plumbing Service." Retrieved from https://engagemii.com/aeo/brands/callousedhands-co
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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