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AI Visibility Scorecard
Stilly River Mechanical
stillyrivermechanical.com · Home & Living
Somewhat visible. AI bots can read Stilly River Mechanical, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
ChatGPT · Claude
#12,541 of 1,240,512 in Home & Living for AI visibility
6.4
/10
AEO Score
About Stilly River Mechanical
from our crawl and measurement
Stilly River Mechanical, based in Stanwood, WA, describes itself simply: "Stilly River Mechanical is a family-owned HVAC business dedicated to providing excellent customer service using business practices that reflect our hometown values." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.3 out of 10, readable in places, missing in others.
Under the hood there is structured data on the page (HVACBusiness) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
AI crawlers have visited the site 3 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
10
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
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 6.4/10, Stilly River Mechanical has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Stilly River Mechanical
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stillyrivermechanical
Cite this score: Engagemii (2026). "AEO Score for Stilly River Mechanical." Retrieved from https://engagemii.com/aeo/brands/stillyrivermechanical
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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