AI Visibility Scorecard
lapelpins-maker.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl LPM Pins Coins, 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
#19,594 of 269,181 in Manufacturing & Industrial for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
LPM Pins & Coins is a Kunshan City, Suzhou, Jiangsu Province business whose own site puts it this way: "Custom lapel pins, challenge coins, and medals factory. No minimum order, fast production, global delivery. LPM Pins & Coins offers high-quality products with worldwide shipping." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
Good
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.
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.
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 4.2/10, LPM Pins Coins is crawlable but under-signaled - fixable, and the signals above are where to start.
Why Work With a Direct Manufacturer?
From artwork to production, we handle the key steps directly so you have clearer options, better communication, and more control over your order. 01 Direct Factory Pricing Work directly with the manufacturer instead of adding another reseller between you and production. 02 More Ways to Customize Choose different sizes, shapes, plating, enamel colors, printing, 3D details, and other finishing options.
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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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Scored by Engagemii on October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lapelpins-maker
Cite this score: Engagemii (2026). "AEO Score for LPM Pins Coins." Retrieved from https://engagemii.com/aeo/brands/lapelpins-maker
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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