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AI Visibility Scorecard
Muller Building So 1
muellerbuildingsolutions.com · Home & Living
Borderline visible. AI bots can crawl Muller Building So 1, 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
#339,739 of 791,161 in Home & Living for AI visibility
4.7
/10
AEO Score
About Muller Building So 1
from our crawl and measurement
Muller Building So 1 is a Bay County, FL business whose own site puts it this way: "Mueller Building Solutions, General Contractor, Your home building and remodeling experts. We take care of your entire project for you." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
On the page, the fundamentals are in place: structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 4.7/10, Muller Building So 1 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Muller Building So 1
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/muellerbuildingsolutions
Cite this score: Engagemii (2026). "AEO Score for Muller Building So 1." Retrieved from https://engagemii.com/aeo/brands/muellerbuildingsolutions
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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