BOTSOURCE | PRACTICAL HANDOFF CHECKLIST Before you hand off product catalog updates **Standardize the format without inventing product facts.** Start with a small sample that represents your common product types. - Choose five representative products, including one with variants and one with missing information. - Identify the source of truth for each field: supplier feed, manufacturer page, approved internal record or another named source. - Define required attributes for the product type. Include the unit and allowed values where relevant. - Separate safe formatting changes from factual changes that require review. - Specify how variants, identifiers and duplicate records should be handled. - Flag missing or conflicting facts for the correct owner. Keep unsupported product claims out of the record. - Check the output against the store's import format in a staging or review environment. - Record who approves publishing and how to reverse an incorrect update. **Sample review record** | Check | Result | |---|---| | Product and variant identified correctly | Pass / Needs review | | Required attributes complete | Pass / Missing information | | Facts traceable to approved source | Pass / Needs review | | Units, format and allowed values correct | Pass / Needs review | | Import and publication approved | [Name / Date] | **Useful measure:** accepted records, missing facts identified and corrections per reviewed batch. Report completeness separately from accuracy. To discuss sourcing and onboarding an AI product catalog specialist, visit [Botsource](https://www.botsource.ai/roles/product-catalog-specialist).