Transparency
What we know about our own catalog
This catalog is generated directly from the store's point-of-sale inventory export. Rather than fill the gaps with plausible-sounding guesses, we publish exactly what is recorded and what is not.
1,711
Products published online
1,726
Rows in the store inventory export
5,500
Rows in the full source workbook
15
Rows deliberately withheld
Why only part of the workbook is online
The source workbook contains three tiers of data. Only Tier A is the store's actual point-of-sale inventory; the workbook itself marks the other two as not publishable until each item is independently verified. We honor that rule.
- A - Clover InventoryPublished
- 1,726
- B - Reference MasterHeld — unverified reference data
- 2,270
- C - Expansion CandidateHeld — generated size/style candidates
- 1,504
Core field completeness
Out of 1,711 published products.
| Field | Present | Missing |
|---|---|---|
| Price | 1,711 | 0 |
| Brand | 1,711 | 0 |
| Category | 1,711 | 0 |
| Subcategory / style | 1,669 | 42 |
| Bottle size | 1,605 | 106 |
| SKU | 1,707 | 4 |
| UPC | 1,711 | 0 |
| Description | 1,711 | 0 |
| Product image | 1,594 | 117 |
| Country of origin | 398 | 1,313 |
| Region | 83 | 1,628 |
| Varietal (wine only) | 1,515 | 196 |
Verified attribute coverage
These are the attributes a shopper most often asks about. Where coverage is low, the site shows “Not Verified” and the assistant declines to answer — it does not estimate.
- Kosher certification107 verified · 6.3%
- Kosher certifying authority41 verified · 2.4%
- Mevushal status0 verified · 0%
- Kosher for Passover0 verified · 0%
- Organic certification0 verified · 0%
- Gluten-free0 verified · 0%
- Vegan0 verified · 0%
- ABV / proof4 verified · 0.2%
- Vintage0 verified · 0%
- Product image1,594 verified · 93.2%
- Country of origin398 verified · 23.3%
- Region83 verified · 4.9%
- Ingredients / allergens / nutrition0 verified · 0%
Data anomalies we kept, and why
3 duplicate SKUs and 6 duplicate UPCs exist in the source export. These are usually the same bottle entered twice at different sizes. We keep both records rather than deleting a product that might be real, and flag them for the store to reconcile.
106 products have no recorded bottle size. They remain listed and searchable, with the size shown as unknown, rather than being hidden or assigned a guessed size.
15 rows are withheld from the storefront — point-of-sale service items, items hidden in the POS, and rows explicitly flagged to exclude from the website.
Closing these gaps
Kosher, mevushal, Passover, organic, ABV and image data are the highest-value gaps. Each is filled by a person confirming the bottle and recording it in the store's verification file — never by inference, and never by an AI model.
Read the verification policyGenerated from data/source/master_catalog.csv on 11/13/2026, 6:49:27 PM.