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AI Visibility Scorecard
BWS Plumbing, Heating & Air Conditioning
bwsheatingandair.com · consumer services
Somewhat visible. AI bots can read BWS Plumbing, Heating & Air Conditioning, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
ChatGPT
#19,646 of 790,652 in Home & Living for AI visibility
6.2
/10
AEO Score
About BWS Plumbing, Heating & Air Conditioning
from our crawl and measurement
BWS Plumbing, Heating & Air Conditioning, based in Eden Prairie, MN, describes itself simply: "Trusted by more than 10,000 local homeowners to handle all your home service needs when it comes to plumbing & HVAC issues - visit us online." Its AI visibility score is 6.2 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, a clearly stated business identity, visible credibility markers and sitemaps and entity links AI can follow. It is passable on some structured data. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2009.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
1
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
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 6.2/10, BWS Plumbing, Heating & Air Conditioning has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for BWS Plumbing, Heating & Air Conditioning
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Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bwsheatingandair
Cite this score: Engagemii (2026). "AEO Score for BWS Plumbing, Heating & Air Conditioning." Retrieved from https://engagemii.com/aeo/brands/bwsheatingandair
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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