AI Visibility Scorecard
B. Carlson Heating, Air Conditioning & Plumbing, Inc.
bcarlsonpros.com · Home & Living
Borderline visible. AI bots can crawl B. Carlson Heating, Air Conditioning & Plumbing, Inc., 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.
AI engines read this profile 9 times
Meta AI · Claude · Apple Intelligence · ShapBot
#28,515 of 1,376,760 in Home & Living for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About B. Carlson Heating, Air Conditioning & Plumbing, Inc.
from our crawl and measurement
B. Carlson Heating, Air Conditioning & Plumbing, Inc., based in Albuquerque, NM, describes itself simply: "Since 1971, B. Carlson Heating, Air Conditioning & Plumbing has offered a variety of residential and commercial HVAC and plumbing services in Albuquerque and the surrounding areas." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (Service, Place, Plumber) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). By its own structured data it is a plumbing business.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4.2/10, B. Carlson Heating, Air Conditioning & Plumbing, Inc. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for B. Carlson Heating, Air Conditioning & Plumbing, Inc.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bcarlsonpros
Cite this score: Engagemii (2026). "AEO Score for B. Carlson Heating, Air Conditioning & Plumbing, Inc.." Retrieved from https://engagemii.com/aeo/brands/bcarlsonpros
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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