agent readiness score
Multiple signals, spread across at least two different axes: your site is starting to be designed to be understood and used by an AI agent, not just a human visitor.
Show this site's tier on your repo or page.
[](https://canagentsbuyfromyou.com/score/glossier.com)
<a href="https://canagentsbuyfromyou.com/score/glossier.com"><img src="https://canagentsbuyfromyou.com/score/glossier.com/badge.svg" alt="agent readiness score: Agent Ready"></a>
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Readable and usable by an AI agent. Still to strengthen: Content accessibility.
Public snapshot · campaign from October 2, 2026
The 4 categories of technical signals that make up the tier, plus the diagnostic signals kept off the score.
What a shopping agent finds when it queries this site through the commerce protocol.
Your store lets agents find products, prepare an order and track it: it is correctly usable by shopping agents. Monitor this setup over time to catch any regression.
The catalog is overall usable by a shopping agent (content quality score 98% over 12 sampled products). Minor points of attention: descriptions that are missing, too short or not useful (23% of products), insufficient product information beyond price and availability (8% of products). Additional diagnostic: the description issue is mixed on this sample — 8% of products have no published description (missing data), and the other failing products have a description that is present but insufficiently detailed or promotional. Readability of your product pages for an agent that reads them (a channel separate from the catalog): 64% completeness over 3 pages read. Most frequently missing information: return policy, delivery times and costs, physical attributes (color, size, material, pattern). No effect on the score above.
A few sites in the “E-commerce — retailers & brands (D2C)” category: