AI Visibility Scorecard
GunSerials
gunserials.com · Media & Entertainment
Borderline visible. AI bots can crawl GunSerials, 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
#1,356,702 of 1,965,647 in Media & Entertainment for AI visibility
4
AEO Visibility
iBorderline · 4/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About GunSerials
from our crawl and measurement
"An independent collector reference for dating firearms by serial number, built from published factory records and collector references with every source named." That is how GunSerials introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (Organization, WebSite, VideoObject), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
Good
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
Good
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 4/10, GunSerials is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Not sure where the serial number is?
The location depends on the model. The serial number is often on the receiver, the metal body of the gun just behind the barrel. These short videos show three examples. Look on your model’s page for location details where we have them; other models may be different.Model 94 lever-action rifle: look underneath, just in front of the lever.
Is this your brand?
The exact fixes for GunSerials
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 GunSerials.
Source & Attribution
Scored by Engagemii on September 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gunserials
Cite this score: Engagemii (2026). "AEO Score for GunSerials." Retrieved from https://engagemii.com/aeo/brands/gunserials
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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