shopify-admin-revenue-by-location-report

Purpose

Attributes order revenue to the fulfillment location that shipped the order. Produces a revenue breakdown by warehouse or fulfillment center, useful for multi-location P&L, location staffing decisions, and understanding where demand is being fulfilled from. Read-only — no mutations.

Prerequisites

• Authenticated Shopify CLI session: shopify store auth --store <domain> --scopes read_orders
• API scopes: read_orders

Parameters

Parameter	Type	Required	Default	Description
store	string	yes	—	Store domain (e.g., mystore.myshopify.com)
days_back	integer	no	30	Lookback window
format	string	no	human	Output format: human or json

Safety

ℹ️ Read-only skill — no mutations are executed. Safe to run at any time.

Workflow Steps

1. OPERATION: locations — query Inputs: first: 50, active only Expected output: Location IDs and names for enrichment

2. OPERATION: orders — query Inputs: query: "fulfillment_status:shipped created_at:>='<NOW - days_back days>'", first: 250, select fulfillments { assignedLocation }, totalPriceSet, pagination cursor Expected output: Fulfilled orders with location attribution

3. OPERATION: fulfillmentOrders — query (for open orders attribution) Inputs: Per location, status: CLOSED, first: 250 Expected output: Closed fulfillment orders for revenue attribution

4. Aggregate revenue by location; orders without location data attributed to "Unknown"

GraphQL Operations

# locations:query — validated against api_version 2025-01
query LocationsList {
  locations(first: 50, includeInactive: false) {
    edges {
      node {
        id
        name
      }
    }
  }
}

# orders:query — validated against api_version 2025-01
query RevenueByLocation($query: String!, $after: String) {
  orders(first: 250, after: $after, query: $query) {
    edges {
      node {
        id
        name
        createdAt
        totalPriceSet {
          shopMoney {
            amount
            currencyCode
          }
        }
        fulfillments {
          assignedLocation {
            location {
              id
              name
            }
          }
          status
        }
      }
    }
    pageInfo {
      hasNextPage
      endCursor
    }
  }
}

# fulfillmentOrders:query — validated against api_version 2025-01
query ClosedFulfillmentOrders($locationId: ID!, $after: String) {
  fulfillmentOrders(
    assignedLocationId: $locationId
    first: 250
    after: $after
    query: "status:closed"
  ) {
    edges {
      node {
        id
        order {
          id
          name
          totalPriceSet {
            shopMoney {
              amount
              currencyCode
            }
          }
        }
      }
    }
    pageInfo {
      hasNextPage
      endCursor
    }
  }
}

Session Tracking

Claude MUST emit the following output at each stage. This is mandatory.

On start, emit:

╔══════════════════════════════════════════════╗
║  SKILL: Revenue by Location Report           ║
║  Store: <store domain>                       ║
║  Started: <YYYY-MM-DD HH:MM UTC>             ║
╚══════════════════════════════════════════════╝

After each step, emit:

[N/TOTAL] <QUERY|MUTATION>  <OperationName>
          → Params: <brief summary of key inputs>
          → Result: <count or outcome>

On completion, emit:

For format: human (default):

══════════════════════════════════════════════
REVENUE BY LOCATION  (<days_back> days)
  Total revenue:   $<amount>
  Orders included: <n>

  Location                Orders   Revenue    Share
  ─────────────────────────────────────────────────
  Warehouse A             <n>      $<n>       <pct>%
  Warehouse B             <n>      $<n>       <pct>%
  Output: revenue_by_location_<date>.csv
══════════════════════════════════════════════

For format: json, emit:

{
  "skill": "revenue-by-location-report",
  "store": "<domain>",
  "period_days": 30,
  "total_revenue": 0,
  "currency": "USD",
  "by_location": [],
  "output_file": "revenue_by_location_<date>.csv"
}

Output Format

CSV file revenue_by_location_<YYYY-MM-DD>.csv with columns: location_id, location_name, order_count, total_revenue, currency, share_pct

Error Handling

Error	Cause	Recovery
THROTTLED	API rate limit exceeded	Wait 2 seconds, retry up to 3 times
Order with no fulfillment location	Unfulfilled or POS order	Attribute to "Unassigned"
Single-location store	All revenue from one location	Report still valid, shows full total

Best Practices

• For multi-3PL operations, this report helps identify if one 3PL is handling a disproportionate share and may need capacity relief.
• Revenue attribution here is based on fulfillment assignment, not customer shipping address — it reflects operational throughput per location, not geographic demand.
• Pair with the inventory valuation report to calculate inventory turns per location (revenue / inventory value).