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AI Visibility Scorecard
First Preference Products
firstpref.com · E-commerce
At 2.5/10, First Preference Products is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#494,615 of 533,082 in E-commerce for AI visibility
2.5
/10
AEO Score
About First Preference Products
from firstpref.com
We package liquids, powders and substrate materials under license from premier brands as well as under our own trademarks. We distribute nationally in all 50 states as well as Canada.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
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 2.5/10, First Preference Products is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for First Preference Products
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/firstpref
Cite this score: Engagemii (2026). "AEO Score for First Preference Products." Retrieved from https://engagemii.com/aeo/brands/firstpref
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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