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Product performance

Query monthly sales metrics for one exact Tmall product reference.

Document ID: agent.dataset.tmall.task.product_performance

Authenticated runtime tools and each query response are authoritative for tenant scope and current data coverage.

This is an MCP query composition, not a complete business report; see Research Methods in the Agent Docs for complete workflows.

Required inputs

product_referenceRequired · exact_reference

Exact Tmall product ID or standard URL

product_id
timeRequired · user_required

Analysis time range

Execution steps

  1. 1
    query_product · query_metrics

    Query monthly GMV, units, and ASP.

    Request contract
    metrics: gmv, units, aspgroup_by: product_id, title, product_url, monthfilter: product_id eq $product_referencetime: $time

Call example

Replace example values with exact user inputs or platform values returned by search_values.

query_metrics
{
  "dataset": "tmall",
  "filters": [
    {
      "field": "product_id",
      "op": "eq",
      "value": "https://detail.tmall.com/item.htm?id=100000000001"
    }
  ],
  "group_by": [
    "product_id",
    "title",
    "product_url",
    "month"
  ],
  "metrics": [
    "gmv",
    "units",
    "asp"
  ],
  "task_query": "使用 tmall 数据执行商品销售表现；product_reference=https://detail.tmall.com/item.htm?id=100000000001，time={\"last_complete_months\":3}",
  "time": {
    "last_complete_months": 3
  }
}

Output policy

  • Include product ID, title, canonical URL, monthly values, data coverage, and metric definitions.

Stop conditions

  • Stop and request an exact product reference when normalization fails.

Limitations

  • Do not resolve product names, aliases, or short links.