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Walmart Inventory Forecast Supply-Gap Planner

See which supplied forecasts outrun available and inbound units first.

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

  • Available-only and including-inbound unit gaps at all four horizons
  • Earliest supply-gap horizon and target-horizon gap per item
  • Missing-supply and decreasing-forecast-curve review flags
  • Priority queue ordered by review class, target gap, and 60-day gap
  • Horizon and category summaries from supplied rows only

Who it is for

Walmart Marketplace sellers, agencies, and inventory planners comparing a seller-supplied Inventory Recommendations export with a same-day available and confirmed-inbound supply snapshot before a human makes a replenishment decision.

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

How it stays safe

Friday computes only from the Walmart forecast, OLQ score, and seller supply fields you provide. It reads no Walmart account, API, report, inventory, inbound shipment, order, or customer record and verifies no field. A supply gap is arithmetic against Walmart's supplied forecast—not a demand forecast, purchase recommendation, stockout prediction, or performance diagnosis. Confirmed inbound may not arrive or become sellable within a horizon. Friday does not publish listings and never orders inventory, changes an offer or quantity, or edits a seller setting. A human must verify the live inventory, inbound timing, forecast context, and constraints before acting.

Synthetic sample

See the deliverable structure before buying

{
  "report_item_count": 4,
  "matched_supply_item_count": 3,
  "missing_supply_item_count": 1,
  "forecast_curve_review_count": 1,
  "gap_item_count": 2,
  "covered_through_60_day_item_count": 1,
  "target_horizon_days": 30,
  "target_forecast_units": 171,
  "target_available_units": 90,
  "target_confirmed_inbound_units": 85,
  "target_available_only_gap_units": 87,
  "target_including_inbound_gap_units": 47,
  "priority_queue_preview": [
    {
      "priority_rank": 1,
      "sku": "NW-STRAW-4PK",
      "classification": "missing_supply",
      "target_supply_gap_units": null
    },
    {
      "priority_rank": 2,
      "sku": "NW-MUG-16-GRN",
      "classification": "forecast_curve_review",
      "target_supply_gap_units": 20
    },
    {
      "priority_rank": 3,
      "sku": "NW-BTL-24-BLU",
      "classification": "gap_30_day",
      "target_supply_gap_units": 27,
      "earliest_supply_gap_horizon_days": 30
    },
    {
      "priority_rank": 4,
      "sku": "NW-LID-FLIP-BLK",
      "classification": "covered_through_60_day",
      "target_supply_surplus_units": 51
    }
  ],
  "warnings": [
    "Every forecast, OLQ score, available-unit count, and confirmed-inbound count is seller-supplied and unverified.",
    "A supply gap is arithmetic against a supplied forecast, not a purchase recommendation, stockout prediction, or Walmart performance diagnosis."
  ],
  "publish_status": "draft_needs_review"
}

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

Agent API and x402 details

POST /v1/walmart/inventory-recommendations/forecast-supply-gap-plan

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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