Recommendations
Learn how to plan, prioritize, and act on data-driven guidance across Walmart Marketplace. Recommendations help you improve in-stock readiness, expand coverage, and focus effort where it moves the needle most.
When to use these reports
Use these reports when you want to:
- Identify items at risk of going out of stock and plan replenishment.
- Prioritize actions that lift discoverability, conversion, or service levels.
- Find targeted opportunities to grow selection and revenue.
- Track the impact of changes over time using repeatable filters.
Common tasks
- Replenish inventory: review near-term demand signals and adjust purchase orders.
- Focus your team: create daily or weekly task lists driven by recommendations.
- Validate outcomes: compare before and after metrics to confirm impact.
- Automate workflows: schedule recurring reports and pipe results to planning tools.
Typical filters
- Date range
- SKU or item IDs
- Category or product type
- Brand or other key attributes
See Use report filters for rules, formats, and examples.
Report types
- Inventory recommendations report: prioritize near-term replenishment
Get 14, 30, 45, and 60 day inventory forecasts at the item level, along with Offer Listing Quality inventory signals, to plan restocks and protect availability. Refer to the Request an inventory recommendations report
Over time, additional recommendation reports may appear in this category as they become available by API.
Next steps
See also
Updated 4 days ago