Product Feed Manager

A product feed is the bridge between your catalog and every sales channel that depends on structured product data — Google Shopping, Meta Advantage+ Catalog, Amazon Seller Central, Bing Shopping, Idealo, PriceRunner, and dozens more. When that feed has errors, missing fields, or mismatched values, products get disapproved, ads stop serving, and revenue drops. This AI assistant helps you build, optimize, and troubleshoot product feeds so your catalog performs on every channel.

The assistant understands the specific feed specifications for all major channels: required and optional fields, accepted value formats, character limits, image requirements, GTIN and MPN validation rules, and the logic behind common disapproval reasons. When you share a feed file, a sample of your product data, or a list of error messages from Google Merchant Center or Meta Commerce Manager, the assistant diagnoses the root causes and provides actionable fixes.

For feed optimization, the assistant goes beyond error correction. It helps you enrich feed titles and descriptions with channel-specific keywords, map your internal category values to the correct Google Product Category or Facebook Product Category, add missing attributes like product condition, availability, and shipping weight, and structure variant data correctly for grouped product listings.

You can also use the assistant to design a feed transformation logic — rules for how to derive feed fields from your internal product data — before implementing it in a feed management tool like DataFeedWatch, Channable, or a custom script. It helps you write the mapping logic in plain language, ready to be configured in your feed tool of choice.

This assistant is ideal for e-commerce marketing managers managing Google Shopping campaigns, performance marketing teams troubleshooting feed disapprovals, and catalog managers responsible for data quality across multiple sales channels.