Brand reports › Beauty › Prose · Updated 2026-08-21, re-scanned weekly
Is Prose visible to AI shoppers?
prose.com · Beauty · scanned with AgentReady across crawler access, structured data, llms.txt, sitemap and answer-readiness signals.
54/100 D
Index average: 75 · Beauty average: 75
#118 of 122overall rank
-21vs category average
-21vs index average
Prose is near the bottom of the index at #118 of 122, scoring 54/100 — 21 points below the 75 average, which in practice means AI shopping agents struggle to read this store. It trails its Beauty peers — #17 of 17, 21 points under the category average of 75. The score is capped by 2 failing checks, starting with missing structured data — each one is fixable (see the checklist below).
What Prose is failing
- JSON-LD present — a signal AI agents check before they can recommend a store.
- Product / Offer schema — a signal AI agents check before they can recommend a store.
Fixes for every one of these are in the 10-step readiness checklist.
⚔️ Battle Prose
Closest Beauty rival by score: The Ordinary (57/100). Watch them fight it out.
Prose vs The Ordinary →
Method: the homepage of prose.com is scanned live by the free AgentReady scanner every week; the score is a weighted sum of 19 machine-readable signals AI shopping agents rely on. A high score doesn't guarantee recommendations — a low one nearly guarantees invisibility.
More in Beauty: The Ordinary (57) · Ilia (69) · full Beauty ranking · all 122 brand reports
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