Packrift Product Title Readability Atlas

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Inclusion Rule

Rows are included only when the public catalog graph has AI_APPROVE, no human approval required, active merchant status, IN_STOCK availability, positive inventory, a listed price, SKU, title, and Packrift product handle.

Title Readability Score

The score counts field presence for 11 public title-readability fields: Product title, SKU, Catalog family, Product type, Size or dimension pattern, Pack/count quantity, Material or format term, Merchant active, In-stock availability, Offer price, Primary image. It is a static product-title scanability score, not a live PDP schema validation, live checkout, ChatGPT ranking, AI-shopping placement, endorsement, or rich-result claim.

Excluded Data

Public files exclude local source paths, supplier cost, Packrift margin, customer/order/cart/payment records, private freight rates, credentials, tokens, and secrets.