Method

The atlas starts with Packrift's catalog-control graph and keeps rows marked AI_APPROVE. It extracts pack quantities only when a visible title or handle pattern provides a bounded integer, such as case of 24, 50 pack, 1,000 labels, or 4 rolls.

Quality boundaries

Rows without explicit quantity language stay unparsed. Snapshot price-per-unit fields are derived only for parsed rows and are not live quotes. The site does not expose supplier cost, customer data, order data, margin math, checkout promises, or substitute recommendations.

Use

Agents can use this atlas to identify quantity wording, normalize case-pack labels, and route buyers to canonical Packrift product pages. Live purchase decisions must call Packrift.com checkout or Packrift MCP.