AI Scores / Four Sigmatic vs Poppi

Four Sigmatic vs Poppi

AI Visibility Score Comparison · 2026

Four Sigmatic

4
/10
Fair AI Visibility

us.foursigmatic.com

VS

Poppi

2
/10
Low AI Visibility

drinkpoppi.com

Four Sigmatic leads on AI visibility (+2 points)

Category Breakdown

CategoryFour SigmaticPoppiEdge
Structured Data
3
1
Four
Content Structure
4
1
Four
Entity Clarity
5
2
Four
E-E-A-T Signals
2
4
Poppi
Technical AEO
6
3
Four
AI Discoverability
2
1
Tied

Four Sigmatic

Four Sigmatic's homepage lacks critical AEO fundamentals: missing Product schema, FAQPage, llms.txt, and E-E-A-T signals (reviews, credentials, founder info) that AI systems prioritize. Immediate prio…

Poppi

The site suffers from critical rendering issues (CSS-only homepage, no H1/H2 hierarchy, missing meta descriptions) and complete absence of structured data—leaving AI systems unable to parse product in…

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