AI Visibility Scorecard
Rollpinco.com
rollpinco.com · E-commerce
Borderline visible. AI bots can crawl Rollpinco.com, 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 7 times
Claude · Apple Intelligence · Meta AI · Perplexity
#428,034 of 738,442 in E-commerce for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
35
Muse Index Score
iAI agent readiness
Transactable · 35/100
0
AI Adoption
iNone detected · 0/100
About Rollpinco.com
from our crawl and measurement
"Complete AR-15 Roll Pin Upgrade Kit in 420 stainless steel. Multiple quantities available. Made in USA." That is how Rollpinco.com introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
Our crawl found structured data on the page (Product), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
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 4.3/10, Rollpinco.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose Rollpinco AR-15 Roll Pin Upgrade Kit?
Superior Material: 420 Stainless Steel offers excellent strength and corrosion resistance compared to standard mil-spec black phosphate pins. Full Set with Spares: 18 total pins (3 of each common size) so you never run short. Meets/Exceeds Mil-Spec: Hardness rating meets Military Standard MS16562. Made in USA: Quality you can trust for your American rifle. Free Shipping & Tracking on every order.
Is this your brand?
The exact fixes for Rollpinco.com
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 Rollpinco.com.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/rollpinco
Cite this score: Engagemii (2026). "AEO Score for Rollpinco.com." Retrieved from https://engagemii.com/aeo/brands/rollpinco
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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