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AI Visibility Scorecard
HVAC, Air Conditioning, Heating, and Plumbing Service Near Me
ars.com · consumer services
Somewhat visible. AI bots can read HVAC, Air Conditioning, Heating, and Plumbing Service Near Me, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 60 times
ChatGPT · Claude · Meta AI · Perplexity
#1,567 of 686,472 in Home & Living for AI visibility
6.9
/10
AEO Score
About HVAC, Air Conditioning, Heating, and Plumbing Service Near Me
from ars.com
ARS/Rescue Rooter is your trusted source for plumbing, electrical, heating and air conditioning services near you. Call 866-399-2885 to schedule service today!
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Two JSON-LD blocks present with Organization and AggregateRating (4.8/5 with 134k reviews), but missing LocalBusiness, FAQPage, Service, and breadcrumb schemas critical for multi-location HVAC/plumbing queries.
Content Structure
5
Single H1 present with good keyword targeting, 8 H2s covering service categories, but homepage body is largely navigation links without cohesive topic clusters or FAQ section visible.
Entity Clarity
7
Organization name (ARS/Rescue Rooter and American Residential Services LLC), business type, and phone number clearly stated, but no specific locations, founder information, or NAP consistency validation across the page.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Exceptional aggregate rating (4.8/5 stars with 134,039 reviews) and service guarantee statement provide strong trust signals, but no visible credentials, certifications, technician bios, or dedicated about/team pages.
Technical AEO
8
Sitemap.xml present, robots.txt properly configured without AI blocker restrictions, meta description optimized for services; however, llms.txt is missing and could improve AI model discoverability.
AI Discoverability
4
No llms.txt file exists, Schema.org lacks sameAs social links, and no FAQPage schema implemented despite multiple service categories that would benefit from structured Q&A targeting AI answer engines.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
7
Press and news coverage.
Community
0
No community discussion yet.
0
No Reddit mentions 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 6.9/10, HVAC, Air Conditioning, Heating, and Plumbing Service Near Me has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for HVAC, Air Conditioning, Heating, and Plumbing Service Near Me
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 15, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ars
Cite this score: Engagemii (2026). "AEO Score for HVAC, Air Conditioning, Heating, and Plumbing Service Near Me." Retrieved from https://engagemii.com/aeo/brands/ars
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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