Growth Engineering Playbook

Messy catalog in, clean feeds out

Clean a product CSV into a structured catalog, a human review queue, and channel-ready feeds. The point is not magic: deterministic rules handle safe fixes, AI-style suggestions help with messy fields, and uncertain fixes stay visible for review.

Loading sample catalog...

Drop a product CSV here, or click to choose a file

Operational Verdict

What should happen before this catalog reaches Google Shopping, affiliates, or a marketplace.

Human Review Queue

01 SchemaCheck required product, variant, price, and feed fields.

02 RulesNormalize casing, sizes, localized prices, HTML, and feed-safe values.

03 AssistSuggest missing attributes from sibling variants and text patterns.

04 ReviewBlock duplicate SKUs and uncertain fixes instead of hiding them.

05 ExportGenerate channel-specific Google Shopping XML and affiliate CSV.