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AI Visibility Scorecard
US Night Vision
usnightvision.com · E-commerce
Somewhat visible. AI bots can read US Night Vision, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#18,273 of 614,070 in E-commerce for AI visibility
6.4
/10
AEO Score
About US Night Vision
from our crawl and measurement
"[IN STOCK & READY TO SHIP] Your premier source for professional Night Vision Goggles, PVS-14s, Thermal Optics, and IR Lasers. Veteran-owned. Zero lead times. Shop today." That is how US Night Vision of Roseville, CA introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places and missing in others.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
6
Reddit mentions and discussion.
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 6.4/10, US Night Vision has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for US Night Vision
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/usnightvision
Cite this score: Engagemii (2026). "AEO Score for US Night Vision." Retrieved from https://engagemii.com/aeo/brands/usnightvision
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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