State of AI product visibility: Food & Beverage > Coffee > Whole Bean
Aggregated across 25 published listings from 8 merchants. Nothing here identifies a merchant or a listing.
Median score
57
90th percentile
60.5
Ready for agent checkout
52%
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 |
|---|---|---|
| In stock | 8 (32%) | -2 |
| Brand | 3 (12%) | -0 |
| Description | 1 (4%) | -4.7 |
Scored with the published six-component model. Generated Thu, 29 Oct 2026 02:22:43 GMT.