How to Retrieve Sneaker Data from Invincible: A Complete Guide

1. Introduction

Invincible is a well-known sneaker retailer, and many sneaker enthusiasts want to access product information, stock status, and price changes from its website. These data points are valuable not only for consumers making purchasing decisions but also for developers, data analysts, and e-commerce professionals.

This guide introduces several methods to retrieve data from the Invincible website, including:

1. Manual retrieval (suitable for occasional data collection)

2. Web scraping using Python (for automated data extraction)

3. Using third-party APIs like LuckData (for developers and large-scale data needs)

2. Manually Accessing the Invincible Website

The simplest method is to visit the official Invincible website and manually browse product pages. For individual products, you can record the price, stock status, and other details. However, this method is inefficient, suitable for one-time queries, and not for automated data collection.

3. Web Scraping Using Python

If you need to automate the retrieval of sneaker data from Invincible, Python can be used for web scraping. Common methods include requests (for static web pages) and Selenium (for dynamic content).

3.1 Using requests + BeautifulSoup (for Static Pages)

import requests
from bs4 import BeautifulSoup
# Target product page
url = 'https://www.invincible.com.tw/ProductList.aspx?i1=02&i2=01'
# Set request headers to mimic a browser
headers = {'User-Agent': 'Mozilla/5.0'}
response = requests.get(url, headers=headers)
if response.status_code == 200:
soup = BeautifulSoup(response.content, 'html.parser')
# Extract product names
products = soup.find_all('div', class_='product_name')
for product in products:
print(product.get_text(strip=True))
else:
print(f"Request failed, status code: {response.status_code}")

Use case:

• Suitable for static pages that do not rely on JavaScript.

• Can only extract data present in the raw HTML source code.

3.2 Using Selenium (for Dynamic Content)

from selenium import webdriver
from selenium.webdriver.common.by import By
from selenium.webdriver.chrome.service import Service
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
# Specify ChromeDriver path
service = Service('path_to_chromedriver')
options = webdriver.ChromeOptions()
options.add_argument('--headless')  # Headless mode
driver = webdriver.Chrome(service=service, options=options)
# Open Invincible website
driver.get('https://www.invincible.com.tw/ProductList.aspx?i1=02&i2=01')
try:
# Wait for the product list to load
products = WebDriverWait(driver, 10).until(
EC.presence_of_all_elements_located((By.CLASS_NAME, 'product_name'))
)
for product in products:
print(product.text)
finally:
driver.quit()

Use case:

• Suitable for JavaScript-rendered content.

• Requires ChromeDriver and may be affected by anti-scraping mechanisms.

4. Using LuckData API to Retrieve Invincible Data

If you prefer not to handle web scraping, LuckData Sneaker API is a convenient alternative. This API aggregates sneaker data from multiple websites, including Invincible, and provides information such as stock availability, prices, and images.

4.1 API Overview

LuckData Sneaker API offers a standardized way to access sneaker data across various e-commerce platforms.
Key features include:

• Retrieve sneaker stock status

• Get product pricing details

• Fetch product images

• Supports multiple platforms (Invincible, Footlocker, Musinsa, etc.)

4.2 Subscription Plans

LuckData API offers different subscription tiers to meet various needs:

4.3 API Usage Example (Python)

import requests
# Replace with your LuckData API Key
API_KEY = 'your luckdata key'
headers = {
'X-Luckdata-Api-Key': API_KEY
}
# Target product URL
url = 'https://www.invincible.com.tw/Product.aspx?yano=20241203000001&co=115'
# LuckData API request URL
api_url = f'https://luckdata.io/api/sneaker-API/get_17un?url={url}'
response = requests.get(api_url, headers=headers)
if response.status_code == 200:
data = response.json()
print(data)
else:
print(f"Request failed, status code: {response.status_code}")

Example API Response:

{
"success": true,
"data": {
"name": "Nike Air Force 1 Low",
"price": "NT$3,800",
"stock_status": "In Stock",
"image": "https://www.invincible.com.tw/images/product.jpg",
"brand": "Nike",
"release_date": "2024-12-03"
}
}

4.4 Common Issues

(1) Invalid API Key

If the response is:

{
"success": false,
"error": "Invalid API Key"
}

Possible reasons:

• Incorrect or expired API key

• Your account does not have permission to access the API

Solution:

• Ensure the API key is correct

• Check API key status on the LuckData website

(2) Invalid Target URL

If the response is:

{
"success": false,
"error": "Invalid URL"
}

Possible reasons:

• Incorrect yano or co parameter

• Invincible changed its webpage structure

Solution:

• Manually visit the URL to verify its validity

• Try using different sneaker URLs for testing

(3) Request Rate Limit Exceeded

If the response is:

{
"success": false,
"error": "Rate limit exceeded"
}

This means the request frequency exceeds the allowed limit for your current subscription plan.

Solution:

• Reduce the request rate

• Upgrade your subscription plan

5. Conclusion

There are multiple ways to retrieve sneaker data from Invincible:

1. Manually browsing the website (suitable for one-time queries)

2. Web scraping with Python (for automation)

3. Using LuckData API (for developers and large-scale data needs)

For developers, LuckData API provides a convenient and reliable way to access sneaker data from Invincible and other platforms without the need for maintaining web scrapers. If you have high-volume data requirements, consider upgrading your API subscription.

Whether you're a sneaker enthusiast, an e-commerce analyst, or a developer, this guide will help you find the best method to access Invincible sneaker data!