Research / Agentic Commerce Readiness Index

Agentic Commerce Readiness Index 2026 — Edition 1

Premium DTC Beauty — 40 brands

Edition date: 2026-04-18
Methodology: 9 criteria, 3 areas
Sample per brand: 3 PDPs / 5 titles / sitemap + robots + homepage

Headline numbers

40
Brands scored
0
Agent-Ready (≥7/9)
4/9
Median score
6/9
Top score (7 tied)
Score distribution
414697 0123456789 Score (out of 9)
Pass rate per criterion — weakest first

Where the readiness gap actually lives.

C6 — FAQPage / HowTo schema12% (5/40)C9 — Description depth12% (5/40)C5 — AggregateRating30% (12/40)C4 — Product schema37% (15/40)C8 — PDP titles40% (16/40)C3 — Sitemap freshness47% (19/40)C7 — Organization schema57% (23/40)C2 — PDP server-side render72% (29/40)C1 — AI crawler access92% (37/40)

Top tier (score ≥ 6)

Brand Score Crawl Struct Content Shape
Ceremonia 6/9 3/3 2/4 1/2 Strong Crawlability, Weak Structured Data
Hero Cosmetics 6/9 3/3 3/4 0/2 Strong Crawlability, Weak Content Quality
Krave Beauty 6/9 3/3 3/4 0/2 Strong Crawlability, Weak Content Quality
Milk Makeup 6/9 3/3 2/4 1/2 Strong Crawlability, Weak Structured Data
OSEA Malibu 6/9 3/3 2/4 1/2 Strong Crawlability, Weak Structured Data
Phlur 6/9 2/3 3/4 1/2 Partially Ready
Rare Beauty 6/9 2/3 3/4 1/2 Partially Ready

All 40 brands

Sorted by score, ties broken alphabetically. Click any brand for the full audit.

Brand Score Crawl Struct Content Shape
Ceremonia 6/9 3/3 2/4 1/2 Strong Crawlability, Weak Structured Data
Hero Cosmetics 6/9 3/3 3/4 0/2 Strong Crawlability, Weak Content Quality
Krave Beauty 6/9 3/3 3/4 0/2 Strong Crawlability, Weak Content Quality
Milk Makeup 6/9 3/3 2/4 1/2 Strong Crawlability, Weak Structured Data
OSEA Malibu 6/9 3/3 2/4 1/2 Strong Crawlability, Weak Structured Data
Phlur 6/9 2/3 3/4 1/2 Partially Ready
Rare Beauty 6/9 2/3 3/4 1/2 Partially Ready
Boy Smells 5/9 2/3 2/4 1/2 Early Stage
Bubble Skincare 5/9 3/3 2/4 0/2 Accessible but Under-Structured
Glow Recipe 5/9 2/3 1/4 2/2 Strong Foundations, Missing Structured Layer
Hairstory 5/9 2/3 2/4 1/2 Early Stage
Half Magic Beauty 5/9 3/3 1/4 1/2 Strong Foundations, Missing Structured Layer
Peach & Lily 5/9 3/3 1/4 1/2 Strong Foundations, Missing Structured Layer
Rose Inc. 5/9 2/3 3/4 0/2 Early Stage
Summer Fridays 5/9 2/3 2/4 1/2 Early Stage
Tower 28 Beauty 5/9 2/3 3/4 0/2 Early Stage
Beauty of Joseon 4/9 2/3 2/4 0/2 Accessible but Under-Structured
Farmacy Beauty 4/9 2/3 1/4 1/2 Strong Foundations, Missing Structured Layer
Freck Beauty 4/9 1/3 2/4 1/2 Early Stage
Humanrace 4/9 2/3 1/4 1/2 Strong Foundations, Missing Structured Layer
LYS Beauty 4/9 2/3 2/4 0/2 Accessible but Under-Structured
Vegamour 4/9 3/3 0/4 1/2 Strong Foundations, Missing Structured Layer
About-Face Beauty 3/9 2/3 1/4 0/2 Strong Foundations, Missing Structured Layer
Briogeo 3/9 0/3 1/4 2/2 Early Stage
Dedcool 3/9 1/3 2/4 0/2 Accessible but Under-Structured
Function of Beauty 3/9 2/3 0/4 1/2 Strong Foundations, Missing Structured Layer
Herbivore Botanicals 3/9 1/3 2/4 0/2 Accessible but Under-Structured
Innersense 3/9 2/3 1/4 0/2 Strong Foundations, Missing Structured Layer
Kosas 3/9 2/3 1/4 0/2 Strong Foundations, Missing Structured Layer
Merit Beauty 3/9 2/3 1/4 0/2 Strong Foundations, Missing Structured Layer
Moon Juice 3/9 3/3 0/4 0/2 Strong Foundations, Missing Structured Layer
Nécessaire 3/9 1/3 2/4 0/2 Accessible but Under-Structured
Saie 3/9 2/3 0/4 1/2 Strong Foundations, Missing Structured Layer
Then I Met You 3/9 2/3 0/4 1/2 Strong Foundations, Missing Structured Layer
Three Ships Beauty 3/9 2/3 1/4 0/2 Strong Foundations, Missing Structured Layer
Westman Atelier 3/9 3/3 0/4 0/2 Strong Foundations, Missing Structured Layer
D.S. & Durga 2/9 2/3 0/4 0/2 Not Ready — multiple foundation gaps
Ilia Beauty 2/9 2/3 0/4 0/2 Not Ready — multiple foundation gaps
Kulfi Beauty 2/9 2/3 0/4 0/2 Not Ready — multiple foundation gaps
The Nue Co 2/9 2/3 0/4 0/2 Not Ready — multiple foundation gaps