Packrift SKU Comparison Atlas

Methodology

The comparison atlas is generated from Packrift public catalog graph rows that are AI-approved and in stock. Candidate scoring favors same product type, same family, similar dimensions or volume, similar price band, and available inventory.

4,854Approved in-stock SKUs
48,522Comparison rows
2,510With dimensions
24Product types

Inclusion rules

Catalog gate

Only rows with status AI_APPROVE and merchant availability IN_STOCK are published.

Public-safe fields

Pages use SKU, title, product type, public product URL, public-safe dimensions, price, inventory, weight, status labels, and category labels.

Claim boundaries

Review candidates are not guaranteed substitutes, quotes, solver outputs, private supplier records, or third-party endorsements.

Scoring signals

SignalReason
Same product typeLargest weighting because type is the safest high-level comparison boundary.
Same familyKeeps boxes, mailers, labels, tape, film, and other families from being mixed loosely.
Dimension and volume proximityUsed only when dimensions are available. Missing dimensions are allowed but receive no proximity boost.
Price and inventory bandsIncluded to make buyer review more practical without claiming live purchasing commitment.

Source integrity

Source file SHA-256: 5975fb8bb7cf44756fad4092557a2b9c574af5d111c938329652df0897ea5d44