Crown Paw Scraper

Crown Paw Scraper is a focused data extraction tool that collects product details and pricing from the Crown & Paw online store. It helps teams track product changes, analyze pricing trends, and build reliable datasets for e-commerce insights using a consistent, structured output.

     

Created by Bitbash, built to showcase our approach to Scraping and Automation!
If you are looking for crown-paw-scraper you've just found your team — Let’s Chat. 👆👆

Introduction

This project extracts structured product information from the Crown & Paw website and makes it usable for analysis, reporting, and integrations. It solves the problem of manually tracking product listings and prices by automating data collection at scale. It’s built for developers, analysts, and e-commerce teams who need clean, repeatable access to product data.

Built for E-commerce Intelligence

• Designed specifically for Shopify-based storefronts
• Produces structured, machine-readable product data
• Supports repeated runs for ongoing monitoring
• Suitable for research, analytics, and internal tools
• Simple configuration with predictable outputs

Features

Feature	Description
Product Data Extraction	Collects detailed product information directly from the store.
Price Monitoring	Tracks current pricing to support comparisons and trend analysis.
Structured Output	Exports clean data ready for spreadsheets, databases, or apps.
Scalable Runs	Handles small tests and larger data pulls consistently.
Flexible Usage	Can be adapted for research, reporting, or automation workflows.

---

What Data This Scraper Extracts

Field Name	Field Description
product_id	Unique identifier for each product.
product_name	Name of the product as listed in the store.
product_url	Direct URL to the product page.
price	Current listed price of the product.
currency	Currency used for the product price.
availability	Stock or availability status.
category	Product category or collection.
images	Associated product image URLs.

---

Example Output

[
  {
    "product_id": "cp-10231",
    "product_name": "Custom Royal Pet Portrait",
    "product_url": "https://crownandpaw.com/products/custom-royal-pet-portrait",
    "price": 69.95,
    "currency": "USD",
    "availability": "in_stock",
    "category": "Pet Portraits",
    "images": [
      "https://cdn.crownandpaw.com/images/product-10231-main.jpg"
    ]
  }
]

---

Directory Structure Tree

Crown Paw Scraper/
├── src/
│   ├── main.py
│   ├── scraper/
│   │   ├── product_parser.py
│   │   └── request_handler.py
│   ├── utils/
│   │   └── data_cleaner.py
│   └── config/
│       └── settings.example.json
├── data/
│   ├── sample_input.json
│   └── sample_output.json
├── requirements.txt
└── README.md

---

Use Cases

• E-commerce analysts use it to track product pricing, so they can spot trends and changes quickly.
• Market researchers use it to collect structured product data, so they can compare offerings across brands.
• Developers use it to feed product data into internal dashboards, so teams always see up-to-date information.
• Business owners use it to monitor listings, so they can react faster to market shifts.

---

FAQs

Is this scraper limited to a single store? It’s designed around the Crown & Paw store structure, but the logic can be adapted to similar Shopify-based sites with minimal changes.

What formats can the extracted data be used in? The output is structured and works well with JSON-based workflows, spreadsheets, databases, and custom applications.

How often can I run the scraper? It supports repeated runs and is suitable for regular monitoring, depending on your infrastructure and scheduling setup.

---

Performance Benchmarks and Results

Primary Metric: Processes dozens of product pages per minute under normal network conditions.

Reliability Metric: Maintains a high success rate across repeated runs with consistent page structures.

Efficiency Metric: Uses lightweight requests and streamlined parsing to minimize resource usage.

Quality Metric: Delivers complete product records with stable field coverage and minimal missing data.

"Bitbash is a top-tier automation partner, innovative, reliable, and dedicated to delivering real results every time." Nathan Pennington Marketer ★★★★★

"Bitbash delivers outstanding quality, speed, and professionalism, truly a team you can rely on." Eliza SEO Affiliate Expert ★★★★★

"Exceptional results, clear communication, and flawless delivery. Bitbash nailed it." Syed Digital Strategist ★★★★★