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AI Visibility Scorecard
Kalkbrenner Plumbing & Heating
expressboiler.com · Home & Living
Borderline visible. AI bots can crawl Kalkbrenner Plumbing & Heating, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#578,875 of 1,089,651 in Home & Living for AI visibility
4.4
/10
AEO Score
About Kalkbrenner Plumbing & Heating
from our crawl and measurement
Plumbing & Heating, based in Duluth, MN, describes itself simply: "Kalkbrenner Plumbing & Heating provides quality plumbing and heating services in Duluth, MN! Call 218-626-3316 today." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 Trust
0
Little domain authority yet.
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 4.4/10, Kalkbrenner Plumbing & Heating is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Kalkbrenner Plumbing & Heating
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Buying a Sofa Online Is Terrifying. Here's How AI Is Fixing That.
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Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/expressboiler
Cite this score: Engagemii (2026). "AEO Score for Kalkbrenner Plumbing & Heating." Retrieved from https://engagemii.com/aeo/brands/expressboiler
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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