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Walmart Negative-Feedback Driver Trend Prioritizer

See which supplied negative-feedback drivers are worsening—and accelerating.

Walmart US

Included in the $9.00 Shelf Kit

Agent/API — $0.50
Review-first
Every output stays a draft. No credentials
No seller-account login required. Private delivery
Inputs expire after 24 hours. Clear recourse
Digital-service refund policy.

What you receive

  • Latest, previous, and first-to-latest driver-rate movement
  • Three-snapshot acceleration when consecutive observations exist
  • Accelerating-worse, worsening, stable, improving, and insufficient queues
  • Overall negative-feedback rate, impacted-order, and GMV-loss changes
  • Seller-accountable and non-accountable driver labels kept separate

Who it is for

Walmart sellers, agencies, and performance analysts choosing which aggregate feedback driver to investigate first before a human checks the live dashboard or order-level report.

Delivery: usually a structured result, workbook, or ZIP depending on the tool.

How it stays safe

Friday compares only the aggregate rates, trends, standards, risk labels, GMV loss, impacted-order counts, and driver accountability labels you supply. It accepts no order, buyer, message, review, or customer content and reads no Walmart account or report. Driver movement shares an account-level reporting window but does not prove cause, fault, policy breach, or seller-standing outcome. The supplied tolerance is not a Walmart standard. Friday does not publish listings and never responds to feedback, disputes a label, contacts a customer, or changes a listing, order, or seller account. A human must verify the live summary and underlying report.

Synthetic sample

See the deliverable structure before buying

{
  "latest_cumulative_rate_percent": 3.1,
  "cumulative_rate_change_points": 0.9,
  "latest_gmv_loss_usd": 1900.0,
  "gmv_loss_change_usd": 700.0,
  "latest_orders_impacted": 29,
  "orders_impacted_change": 11,
  "accelerating_worse_count": 1,
  "improving_count": 1,
  "driver_queue_preview": [
    {
      "priority_rank": 1,
      "driver": "packaging",
      "priority_band": "accelerating_worse",
      "latest_rate_percent": 1.3,
      "latest_change_points": 0.6,
      "acceleration_points": 0.3
    },
    {
      "priority_rank": 2,
      "driver": "product_quality",
      "priority_band": "improving",
      "latest_rate_percent": 0.6,
      "latest_change_points": -0.1
    }
  ],
  "publish_status": "draft_needs_review",
  "safety": "Aggregate seller-supplied trend arithmetic only. Driver labels are preserved from Walmart, no cause or account outcome is inferred, and no customer content or account action is involved."
}

This sample uses synthetic facts. Your output is generated only from the facts you submit.

Agent API and x402 details

POST /v1/walmart/seller-performance/negative-feedback-driver-trends

Exact x402 price: $0.50. Use the public OpenAPI schema and Base USDC payment flow. The response returns a private job URL and temporary token.

Open the API documentation →

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