What you receive
- Signed threshold gap with positive pass headroom and negative misses
- Minimum arithmetic change needed for every failing supplied metric
- At-risk flag when a passing metric sits inside your supplied buffer
- Failure-first queue normalized by threshold for unlike metric scales
- Overall pass, at-risk, or miss status limited to your confirmed-complete metric set
Who it is for
Walmart sellers and agencies consolidating a complete set of current dashboard metrics and program thresholds into one review queue before a human investigates source reports.
Delivery: usually a structured result, workbook, or ZIP depending on the tool.
How it stays safe
Friday performs arithmetic only on the complete metric set, names, units, directions, current values, qualifying thresholds, and at-risk buffers you provide. It reads no Walmart account and looks up no current Pro Seller Badge rule or threshold. The overall status describes only the supplied metrics; it is not Walmart's badge decision, policy interpretation, compliance approval, root-cause finding, or guarantee that a badge will be granted or retained. Friday changes no listing, shipping setting, performance record, badge, or account and does not publish listings. Confirm current program terms and source dashboards before acting.
Synthetic sample
See the deliverable structure before buying
{
"metric_count": 6,
"failing_count": 2,
"at_risk_count": 3,
"passing_count": 1,
"overall_status": "not_qualified_on_supplied_metrics",
"review_queue_preview": [
{
"priority_rank": 1,
"metric_key": "cancellation_rate",
"current_value": 2.8,
"qualifying_threshold": 2.0,
"direction": "at_most",
"signed_gap_to_threshold": -0.8,
"signed_gap_percent_of_threshold": -40.0,
"minimum_change_to_qualify": 0.8,
"status": "fail"
},
{
"priority_rank": 2,
"metric_key": "on_time_delivery_rate",
"current_value": 94.2,
"qualifying_threshold": 95.0,
"direction": "at_least",
"signed_gap_to_threshold": -0.8,
"signed_gap_percent_of_threshold": -0.8421,
"minimum_change_to_qualify": 0.8,
"status": "fail"
}
],
"publish_status": "draft_needs_review",
"safety": "Arithmetic on seller-supplied metrics and thresholds only. It is not Walmart's badge decision, reads no account, changes no setting or badge, and makes no compliance or eligibility claim."
}
This sample uses synthetic facts. Your output is generated only from the facts you submit.