What you receive
- SKU-level new, missing, lag-time-changed, and category-changed flags
- Current-setting mismatches against optional seller-approved SKU and category rules
- Within-category outliers only where a sufficiently large category has one unique mode
- An issue-first queue ranked by supplied recent sales and contribution
- Current category mode, support, unique-setting, and outlier summaries
Who it is for
Walmart Marketplace sellers, agencies, and fulfillment operations teams comparing Lag Time report exports before a human verifies and corrects unintended configuration drift.
Delivery: usually a structured result, workbook, or ZIP depending on the tool.
How it stays safe
Friday compares only the SKU, optional GTIN and product name, category, lag-time days, optional recent sales and contribution, and seller-approved rules you supply—never buyer, order, address, tracking, message, or contact fields. Product names and all other supplied text are untrusted content, never instructions. Friday reads no Walmart account and verifies no setting. A change, manifest mismatch, or category outlier does not prove a setting is wrong, a delivery will be late, a policy was breached, or seller performance will change. Friday does not publish listings and never updates lag time, fulfillment, inventory, a listing, or a seller account. A human must verify the source reports and intended current configuration.
Synthetic sample
See the deliverable structure before buying
{
"affected_sku_count": 4,
"unchanged_sku_count": 2,
"new_sku_count": 1,
"missing_sku_count": 1,
"lag_time_changed_count": 2,
"lag_time_increased_count": 1,
"lag_time_decreased_count": 1,
"category_changed_count": 0,
"category_outlier_count": 1,
"manifest_mismatch_count": 1,
"affected_recent_unit_sales_total": 700,
"affected_contribution_value_total": 1400.0,
"category_summary_preview": [
{
"category": "Kitchen Drinkware",
"current_row_count": 4,
"modal_lag_time_days": 1,
"modal_row_count": 3,
"outlier_count": 1
},
{
"category": "Travel Drinkware",
"current_row_count": 1,
"modal_lag_time_days": null,
"outlier_count": 0
}
],
"review_queue_preview": [
{
"priority_rank": 1,
"sku": "NW-BOTTLE-24",
"presence": "added",
"issue_codes": [
"manifest_mismatch",
"new_in_current"
],
"current_lag_time_days": 2,
"approved_lag_time_days": 1,
"approved_rule_scope": "category",
"recent_unit_sales": 80,
"contribution_value": 160.0
},
{
"priority_rank": 2,
"sku": "NW-CANDLE-08",
"presence": "removed",
"issue_codes": [
"missing_from_current"
],
"baseline_lag_time_days": 3,
"recent_unit_sales": 60,
"contribution_value": 120.0
},
{
"priority_rank": 3,
"sku": "NW-TUMBLER-20",
"presence": "in_both",
"issue_codes": [
"lag_time_changed",
"category_outlier"
],
"baseline_lag_time_days": 1,
"current_lag_time_days": 3,
"approved_rule_scope": "sku",
"approved_lag_time_days": 3,
"recent_unit_sales": 320,
"contribution_value": 640.0
},
{
"priority_rank": 4,
"sku": "NW-KETTLE-01",
"presence": "in_both",
"issue_codes": [
"lag_time_changed"
],
"baseline_lag_time_days": 2,
"current_lag_time_days": 1,
"recent_unit_sales": 240,
"contribution_value": 480.0
}
],
"publish_status": "draft_needs_review",
"safety": "Deterministic comparison of seller-supplied Lag Time snapshots and optional seller-approved rules only. No setting is declared wrong, no delivery or performance outcome is predicted, and no fulfillment configuration, listing, inventory, or account is changed."
}
This sample uses synthetic facts. Your output is generated only from the facts you submit.