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AI Visibility Scorecard
12PanelNow
· E-commerce
Somewhat visible. AI bots can read 12PanelNow, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#173,923 of 614,094 in E-commerce for AI visibility
5.1
/10
AEO Score
About 12PanelNow
from our crawl and measurement
12PanelNow is a Boynton Beach, Florida business whose own site puts it this way: "12 Panel Now is a wholesale supplier of professional drug testing products including 12 panel drug test cups, urine drug tests, oral fluid drug tests, dip cards, drug test strips, and." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Place, Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.1/10, 12PanelNow has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for 12PanelNow
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for 12PanelNow.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/12panel
Cite this score: Engagemii (2026). "AEO Score for 12PanelNow." Retrieved from https://engagemii.com/aeo/brands/12panel
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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