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AI Visibility Scorecard
Master-Bilt
master-bilt.com · Home & Living
Somewhat visible. AI bots can read Master-Bilt, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#8,905 of 753,375 in Home & Living for AI visibility
6.4
/10
AEO Score
About Master-Bilt
from our crawl and measurement
Master-Bilt is a business whose own site puts it this way: "Your trusted partner for quality commercial refrigeration, freezers, and display merchandisers since 1938." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places, missing in others.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
AI crawlers have visited the site 2 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
10
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 6.4/10, Master-Bilt has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Master-Bilt
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/master-bilt
Cite this score: Engagemii (2026). "AEO Score for Master-Bilt." Retrieved from https://engagemii.com/aeo/brands/master-bilt
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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