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/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>
https://canagentsbuyfromyou.com/score/allbirds.com/badge.svg
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.
Insufficient catalog completeness (30% over 12 sampled products): a shopping agent risks blocking or relying on incorrect information. Most frequent issues — prices shown in inconsistent currencies on 100% of products; descriptions that are missing, too short or not useful on 11% 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 — prices shown in inconsistent currencies. 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 field is present but its content is insufficiently detailed or too promotional for a shopping agent to present it with confidence — enrich it with factual information (material, dimensions, use, care) rather than marketing hooks. Readability of your product pages for an agent that reads them (a channel separate from the catalog): 66% 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: