Efficiently track and extract shipment details from Cainiao logistics services. This tool helps users retrieve structured delivery status data, enabling real-time visibility into package movement and delivery outcomes. Designed for reliability and speed, it ensures seamless integration into workflow automation and analytics systems.
Created by Bitbash, built to showcase our approach to Scraping and Automation!
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This project provides a fast and reliable solution for retrieving shipment information from Cainiao. It solves the challenge of manually checking parcel statuses by automating the process and outputting clean, structured tracking data. It’s ideal for developers, e-commerce operators, logistics analysts, and automation engineers who need consistent tracking results at scale.
- Eliminates repetitive manual shipment checks.
- Ensures consistent and accurate status retrieval.
- Supports large-scale parcel monitoring for businesses and platforms.
- Enhances decision-making with real-time delivery insights.
- Simplifies data integration into dashboards, CRMs, and workflows.
| Feature | Description |
|---|---|
| Multi-status extraction | Retrieves all available tracking checkpoints from Cainiao. |
| High accuracy | Ensures consistent data collection with structured fields. |
| Real-time visibility | Fetches the most recent shipment updates instantly. |
| Bulk tracking support | Capable of processing multiple tracking numbers efficiently. |
| Clean JSON output | Provides standardized data ready for storage or analysis. |
| Field Name | Field Description |
|---|---|
| tracking_number | The shipment’s unique tracking identifier. |
| status | Current delivery state (e.g., In Transit, Delivered). |
| last_update | Most recent timestamp from the shipping history. |
| origin_country | The originating country of the parcel. |
| destination_country | Final intended delivery country. |
| events | Full list of tracking events with timestamps and descriptions. |
[
{
"tracking_number": "LP00412345678901",
"status": "In Transit",
"last_update": "2023-11-15T14:22:00Z",
"origin_country": "CN",
"destination_country": "US",
"events": [
{
"time": "2023-11-10T09:11:00Z",
"description": "Shipment picked up by carrier"
},
{
"time": "2023-11-12T18:44:00Z",
"description": "Left sorting facility"
},
{
"time": "2023-11-15T14:22:00Z",
"description": "Arrived at destination country"
}
]
}
]
Cainiao Tracking Actor/
├── src/
│ ├── runner.py
│ ├── tracking/
│ │ ├── cainiao_client.py
│ │ ├── parser.py
│ │ └── utils.py
│ ├── outputs/
│ │ └── exporter.py
│ └── config/
│ └── settings.example.json
├── data/
│ ├── inputs.sample.txt
│ └── sample_output.json
├── requirements.txt
└── README.md
- E-commerce operators use it to automatically monitor parcel movement, so they can update customers proactively.
- Logistics analysts use it to analyze delivery times and performance across regions.
- Automation engineers integrate it into workflows to trigger actions when shipment states change.
- CRM systems use it to sync shipment status with customer records for better support experiences.
- Fulfillment centers monitor bulk shipments to improve operational visibility and reduce delays.
Q: Does this tool support multiple tracking numbers at once? Yes, it can process multiple tracking IDs efficiently in a single execution.
Q: What format does the scraper output the data in? All results are returned as structured JSON for easy integration with dashboards, APIs, and data pipelines.
Q: Is historical tracking data included? Yes, all available events and timestamps provided by Cainiao are extracted.
Q: Do I need any login or API key? No — tracking information is publicly accessible with the parcel ID, so no authentication is required.
Primary Metric: Capable of retrieving tracking details in under 400ms per request on average. Reliability Metric: Maintains a 98% success rate for valid tracking numbers across multiple regions. Efficiency Metric: Handles batch processing with low memory usage and minimal overhead. Quality Metric: Achieves near-complete event history extraction with consistently accurate timestamps and descriptions.
"Bitbash is a top-tier automation partner, innovative, reliable, and dedicated to delivering real results every time." Nathan Pennington
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"Exceptional results, clear communication, and flawless delivery. Syed
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