State of AI product visibility: Apparel > Tops > Sweaters
Aggregated across 29 published listings from 8 merchants. Nothing here identifies a merchant or a listing.
Median score
56.3
90th percentile
59
Ready for agent checkout
51.7%
Most common missing fields
Point cost is measured from the data: the average score gap between listings that carry the field and those that don't.
| Field | Missing | Avg point cost |
|---|---|---|
| Brand | 7 (24.1%) | -0 |
| In stock | 5 (17.2%) | -2.7 |
| Description | 2 (6.9%) | -7.4 |
Scored with the published six-component model. Generated Thu, 29 Oct 2026 02:22:27 GMT.