qianniu-ads

What problem does it solve?

Cross-border sellers operating Taobao/Tmall stores via Qianniu struggle with inefficient, error-prone manual auditing of 万相台 ad campaign performance, as UI-scraped data is unreliable and manual review of large campaign sets is extremely time-consuming.

Core Features & Use Cases

• Bulk Report Analysis: Processes official 万相台 报表 exports (CSV/XLSX) instead of scraping unreliable UI data, ensuring accurate performance metrics for auditing.
• Normalized Data Parsing: Converts raw ad reports into clean, tab-separated tables with stable English keys for spend, ROI, orders, clicks, and impressions, eliminating issues from header reordering or new columns.
• Safe Adjustment Recommendations: Identifies underperforming campaigns to cut and high-ROI campaigns to scale, surfacing all change suggestions for human review to avoid platform policy violations.
• Use Case: A seller running multiple Taobao store campaigns can use this skill to pull 30 days of ad performance data, quickly identify bleeding campaigns, and get clear, data-backed adjustment recommendations without risking account penalties.

Quick Start

Use the qianniu-ads skill to analyze the last 30 days of 万相台 ad performance for your Qianniu store and get recommendations for campaign adjustments.