What you receive
- Transparent opportunity score and priority band for every supplied SKU
- Issue impact and affected component-score gap summarized per item
- Thirty-day page views, GMV, and Customer Favorite commercial signal
- Relative conversion gap against the seller-chosen target
- Component groups ranked by supplied issue occurrences and GMV
Who it is for
Walmart Marketplace sellers, agencies, and catalog agents prioritizing post-publication listing-quality work before a human verifies the current Insights dashboard and chooses an edit.
Delivery: usually a structured result, workbook, or ZIP depending on the tool.
How it stays safe
Friday ranks only the item-level Walmart Listing Quality fields you supply: issue text, impact, component scores, page views, conversion, GMV, and indicators. It reads no Walmart account, API, report, listing, order, review, or customer record and verifies no field. The score is a transparent within-batch heuristic—not Walmart's Listing Quality score, a causal diagnosis, profit, or a forecast of lift. GMV is not profit and commercial metrics can reflect factors outside listing quality. Friday does not publish listings and never edits, republishes, reprices, changes inventory, or submits an item. A human must verify current insights, issue meaning, policy, and any proposed change before acting.
Synthetic sample
See the deliverable structure before buying
{
"total_records": 2,
"total_issues": 4,
"total_page_views_30d": 3300,
"total_gmv_30d": 4400.0,
"customer_favorite_records": 1,
"below_target_conversion_records": 2,
"opportunity_queue_preview": [
{
"priority_rank": 1,
"sku": "NW-BOTTLE-24",
"highest_issue_impact": "high",
"affected_components": [
"content",
"discoverability"
],
"page_views_30d": 2500,
"conversion_rate_30d_percent": 1.2,
"gmv_30d": 3200.0,
"quality_urgency_score": 74.0,
"commercial_signal_score": 100.0,
"opportunity_score": 79.0,
"priority_band": "urgent"
},
{
"priority_rank": 2,
"sku": "NW-MUG-12",
"highest_issue_impact": "medium",
"affected_components": [
"shipping_speed"
],
"page_views_30d": 800,
"conversion_rate_30d_percent": 2.5,
"gmv_30d": 1200.0,
"quality_urgency_score": 59.0,
"commercial_signal_score": 27.8,
"opportunity_score": 41.17,
"priority_band": "medium"
}
],
"publish_status": "draft_needs_review",
"safety": "A transparent within-batch heuristic from seller-normalized Walmart insights\u2014not Walmart's score, a causal diagnosis, a sales forecast, an account read, or a listing edit."
}
This sample uses synthetic facts. Your output is generated only from the facts you submit.