AI Visibility Scorecard
Yellowhouse Machinery
yellowhouse.com · Finance & Insurance
Borderline visible. AI bots can crawl Yellowhouse Machinery, 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 6 times
Meta AI · Claude · Perplexity
#59,860 of 791,824 in Finance & Insurance for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Finance & Insurance average 12
Top 17% of Finance & Insurance
See what's behind this score →4
-
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Finance & Insurance average 16
See what's behind this score →0
0
About Yellowhouse Machinery
from our crawl and measurement
John Deere Dealer Texas & Oklahoma works in Finance & Insurance, based in Amarillo, Texas. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Under the hood there is structured data on the page (Place, Organization, WebSite) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
- Company ·
- Yellowhouse Machinery
- Website ·
- yellowhouse.com
- Industry ·
- Finance & Insurance
- Location ·
- Amarillo, Texas
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 12, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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 read your site and name it in answers. At 4.2/10, Yellowhouse Machinery is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Yellowhouse Machinery
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/yellowhouse
Cite this score: Engagemii (2026). "AEO Score for Yellowhouse Machinery." Retrieved from https://engagemii.com/aeo/brands/yellowhouse
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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