Catalog Rank

Where your products land in Shopify agentic catalog search, tracked over time.

A readiness score tells you whether your listing is legible. Catalog Rank tells you whether it is winning.

What it measures

Catalog Rank measures where a product lands in Shopify's agentic catalog search for the queries that product should be competing on. It is a position, not a score: lower is better.

Why it moves

Rank is relative. Your product can improve and still lose ground, because rank depends on what every other merchant is doing. This is why Aidvio tracks it over time rather than showing you a single number.

Reading the trend

The trend line is the point of this feature. A product whose readiness score jumped from 34 to 91 and whose rank improved over the following weeks is evidence the rewrite worked. A rank that does not move suggests the problem is elsewhere — often category or variants rather than prose.

What it is not

Catalog Rank is not a Google ranking, and it is not a guarantee of placement. It is a measurement of agentic catalog search, which is a different and newer surface.