AI Visibility Scorecard
RMW97SPARES
kingpinunit.com · Food & Beverage
Somewhat visible. AI bots can read RMW97SPARES, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 15 times
Claude · Meta AI · Amazon Alexa · Apple Intelligence
#295,323 of 1,394,028 in Food & Beverage for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About RMW97SPARES
from our crawl and measurement
RMW97SPARES describes itself simply: "KING PIN UNITS IDLER ARM PIN KITS IDLER ARM PIN ASSEMBLIES SPRING PINS SPRING PIN BUSHES ROCKER LEAVER SHAFTS OIL PUMP SHAFTS DIFFERENTIAL STAR PINS SYNCHRONIZER GEAR DOG LOCK KITS GEAR BOX." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic), AmazonBot (Alexa AI) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 5.1/10, RMW97SPARES has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for RMW97SPARES
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kingpinunit
Cite this score: Engagemii (2026). "AEO Score for RMW97SPARES." Retrieved from https://engagemii.com/aeo/brands/kingpinunit
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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