AI Visibility Scorecard
Liner Shim
Borderline visible. AI bots can crawl Liner Shim, 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
3
AEO Visibility
iNear-invisible · 3.4/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Liner Shim
from our crawl and measurement
"Welcome to North American Diesel Parts! We supply machinists and repair shops with cylinder liner shims for Caterpillar (CAT), Detroit Diesel, and Cummings engine blocks." That is how Liner Shims of Jenison, MI introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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 3.4/10, Liner Shim is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose LinerShim.com?
Exceptional QualityOur products are designed according to manufacturer specs for CAT, Detroit Diesel, and Cummins brands. You’ll get the part you need at an affordable price.Made in the USAOur shims are always made with the highest quality materials and manufactured right here in the United States.
Is this your brand?
The exact fixes for Liner Shim
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Liner Shim.
Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hdlinershims
Cite this score: Engagemii (2026). "AEO Score for Liner Shim." Retrieved from https://engagemii.com/aeo/brands/hdlinershims
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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