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.
Readable and usable by an AI agent. Still to strengthen: Content accessibility.
Public snapshot · campaign from September 8, 2026
Methodology: how the tier is computed
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.
The UCP profile declares the Checkout, Orders and Catalog capabilities: the store is correctly discoverable and transactable by shopping agents. Monitor these capabilities over time to catch any regression.
Insufficient catalog completeness (30% over 12 sampled products): a shopping agent risks blocking or relying on incorrect information. Most frequent issues — currency inconsistent with the store's declared market on 100% of products; descriptions absent, too short, or themselves promotional on 12% of products. Fix these fields as a priority before republishing the catalog for AI agents. Score capped at 30 (vs 99 on content quality alone): at least one presence criterion fails on more than 50% of sampled products — currency inconsistent with the store's declared market. A shopping agent cannot transact reliably on this catalog regardless of content quality; these fields must be fixed as an absolute priority. 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): 65% 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.
Show this site's tier on your repo or page.
[](https://canagentsbuyfromyou.com/score/allbirds.com)
<a href="https://canagentsbuyfromyou.com/score/allbirds.com"><img src="https://canagentsbuyfromyou.com/score/allbirds.com/badge.svg" alt="agent readiness score: Agent Ready"></a>