Merchant Feed Validator
Check whether a merchant or product feed has the fields AI shopping systems expect to understand products clearly.
Feed sample
Paste a CSV-style sample feed to validate required fields and row quality.
Run the tool to get a structured result with scores, tables, recommendations, and next steps.
What You Get
Checks the presence of common feed columns like ID, title, description, price, availability, and image.
What You Get
Flags weak product rows before they go into shopping surfaces.
What You Get
Useful for ecommerce and catalog teams improving product discoverability.
- Paste the header row and at least 2-3 sample product rows.
- Use commas or tabs consistently for the cleanest parse.
- Fix structural feed issues before you optimize copy fields.
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Track this in Citepanel
Move from one-time checks to continuous visibility, position, and sentiment monitoring.