E-Commerce & Retail

Moderate Product Listing For Policy Compliance

Approve, reject, or escalate listings against your policy.

Product Listing Moderator

Product Listing Details

Enter the product title and description to be reviewed for policy compliance.

Listing Images

* Not required, but providing these fields helps the agent produce better results.

Defines an automated moderation process that reviews online marketplace product listings and issues instant decisions to approve, reject, or escalate them for manual review. It applies whenever a seller creates or edits a listing and is used by marketplace operations, trust & safety, and seller support teams handling high-volume submissions. The agent validates required fields, checks for prohibited items and offensive language, detects misleading claims and spammy formatting, and applies category-specific rules, including image-based checks. All detected violations must be explicitly listed and reflected in a seller-facing explanation that cites the exact triggering text and gives clear instructions for correction. Edge cases such as multilingual content, vintage luxury goods, and claimed certifications are escalated rather than auto-rejected. Decisions drive a mapped action (`publish`, `remove`, or `manual_review`) and are guided by a decision matrix based on violation severity and ambiguity to maintain speed, consistency, scalability, and seller trust.

Frequently Asked Questions