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What does Couponfollow Coupon List Scraper do?

Introduction

CouponFollow is a real-time coupon code search engine and directory that helps millions of consumers save money each month, serving as an online coupon aggregator for 4,000+ stores. For businesses, marketers, and deal aggregators, accessing this wealth of coupon data manually is time-consuming and inefficient. The CouponFollow Coupon List Scraper addresses this challenge by automating the extraction of comprehensive coupon data from the platform's extensive database.

With 10 million monthly users and helping shoppers save over $400 million dollars, CouponFollow represents one of the most valuable sources of retail discount information available online. This scraper enables users to harness this data for competitive analysis, market research, affiliate marketing, or building their own coupon platforms.

Scraper Overview

The CouponFollow Coupon List Scraper is designed to extract detailed coupon information from CouponFollow's featured merchant pages and specific store pages. This powerful tool automatically navigates through the platform's structure to collect real-time discount data, store information, and promotional details.

The scraper excels at handling CouponFollow's dynamic content loading and can process multiple URLs simultaneously while respecting the platform's structure. It's particularly valuable for e-commerce professionals, affiliate marketers, price comparison services, and businesses conducting competitive research on discount strategies.

Target users include digital marketing agencies, coupon aggregation platforms, retail analysts, and businesses looking to monitor competitor promotional activities or build comprehensive deal databases.

Input and Output Details

Example url: https://couponfollow.com/featured | https://couponfollow.com/site/amazon.ca

Example Screenshot of coupon list page:

Input Format

The scraper accepts a JSON configuration that allows precise control over the data collection process:

{
  "max_retries_per_url": 2, // Maximum waiting time when accessing the links you provided.
  "proxy": { // Add a proxy to ensure that during the data collection process, you are not detected as a bot.
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL" 
    ],
    "apifyProxyCountry": "SG" // You should choose an Country that coincides with the Country you want to collect data from
  },
  "max_items_per_url": 20,
  "urls": [ // Links to coupon list pages.
    "https://couponfollow.com/featured",
    "https://couponfollow.com/site/amazon.ca"
  ]
}

Input Parameters Explained:

• max_retries_per_url: Controls retry attempts for failed requests (recommended: 2-3)
• proxy: Residential proxies prevent bot detection; country selection should match target market
• max_items_per_url: Limits extracted items per page to manage processing time
• urls: Accepts both featured merchant pages and specific store pages

Output Format

The scraper returns structured data with the following fields:

[ // List of coupon information
  {
    "store_logo": "https://static.couponfollow.com/aliexpress-com/logo.jpg",
    "title": "Save $4 with AliExpress Promo Code",
    "description": "New AliExpress customers can receive $4 off orders of $10 or more when this coupon code is applied at checkout.",
    "store_url": "https://couponfollow.com/site/aliexpress.com",
    "store_name": "AliExpress",
    "discount_txt": null,
    "code": "OFF",
    "code_url": "https://click.couponfollow.com/click?pwk=df1234&r=featured%2Fcc%2F5627363&dn=aliexpress.com&durl=https%3A%2F%2Fwww.aliexpress.com%2Fssr%2F300001859%2FPNwpQFkDsR%3FdisableNav%3DYES%26pha_manifest%3Dssr%26_immersiveMode%3Dtrue&tr.idx=1&tr.co=custompage%2FcouponList%2Ffeatured",
    "from_url": "https://couponfollow.com/featured"
  }, // ... Many other coupon details
]

Field Meanings and Applications:

• Store Logo: Brand image URL for visual identification in deal listings
• Title: Promotional headline for display in marketing materials
• Description: Detailed offer terms for customer understanding
• Store URL: Direct merchant link for affiliate tracking and user redirection
• Store Name: Merchant identifier for categorization and filtering
• Discount Text: Formatted discount value for quick comparison
• Code: Actual coupon code for checkout application
• Code URL: CouponFollow's tracking link for attribution and analytics

This structured output enables easy integration into databases, comparison engines, or automated marketing campaigns.

How to Use the Scraper

Step 1: Configure your input parameters based on your data needs. Start with fewer URLs and lower item limits for testing.

Step 2: Set up proxy configuration with residential proxies matching your target geographic market to avoid detection.

Step 3: Execute the scraper and monitor for any rate limiting or blocking issues.

Best Practices:

• Use residential proxies from the same country as your target merchants
• Implement delays between requests to mimic natural browsing patterns
• Regularly update your URL list as CouponFollow adds new featured merchants
• Validate coupon codes periodically as they may expire

Common Issues:

• Rate limiting: Reduce max_items_per_url and add delays
• Blocked requests: Rotate proxy locations or use different proxy groups
• Empty results: Verify URL format and check if page structure has changed

Benefits and Applications

This scraper provides significant time savings by automating what would otherwise require hours of manual data collection. Users can gather comprehensive coupon data from thousands of merchants in minutes rather than days.

Real-world applications include building competitive pricing databases, monitoring competitor promotional strategies, creating automated deal alert systems, and populating affiliate marketing platforms with fresh discount content.

The business value extends to market research, enabling companies to analyze discount trends, identify pricing opportunities, and optimize their own promotional strategies based on competitor data.

Conclusion

The CouponFollow Coupon List Scraper transforms time-intensive manual data collection into an automated, scalable process. By accessing real-time coupon data from one of the web's largest discount platforms, users can build competitive advantages in deal aggregation, market analysis, and promotional strategy.

Ready to streamline your coupon data collection? Deploy this scraper to access CouponFollow's extensive database and transform raw discount data into actionable business intelligence.

Your feedback

We are always working to improve Actors' performance. So, if you have any technical feedback about Couponfollow Coupon List Scraper or simply found a bug, please create an issue on the Actor's Issues tab in Apify Console.