AI Visibility Scorecard
cleeservices.com · Home & Living
At 2.91/10, Trusted Plumber in Akron, OH is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Domain Authority, News & Press and Community. That is fixable, and the signals below show where to start.
AI engines read this profile 45 times
Meta AI · Claude · Parallel · Perplexity
Top 5% in Home & Living for AI visibility
27
AI Naming Predictability
iRarely named · 27/100
Home & Living average 5
Top 4% of Home & Living
See what's behind this score →2.91
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Home & Living average 2. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Basic · 30/100
Home & Living average 21
See what's behind this score →0
from our crawl and measurement
Trusted Plumber in Akron, OH is a Stow, OH business whose own site puts it this way: "C. Lee Services is a professional plumber in Akron, OH. Services backed by 30+ years of experience. Call us for routine maintenance, emergencies, and more." When AI engines look at it, they find little to work with. It scores 2.91 out of 10.
Our crawl found structured data on the page (SiteNavigationElement, WebSite, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 45 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and ShapBot (Parallel).
Strong · Good · Fair · Weak
Structured Data
Good
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
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.91/10, Trusted Plumber in Akron, OH is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Are Your Plumbers Licensed and Insured?
Yes C. Lee Services is fully licensed and insured in Ohio, to protect your home. We ensure safety, Quality workmanship, and compliance with local regulation. Whether it's a simple faucet replacement or a major sewer repair, you can trust our experts to handle your home or a business with care and skill.“We believe in honesty, courtesy, and professionalism in all aspects of our work.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cleeservices
Cite this score: Engagemii (2026). "AEO Score for Trusted Plumber in Akron, OH." Retrieved from https://engagemii.com/aeo/brands/cleeservices
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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