Pepto Reviews Scraper

Introduction

The Pepto Reviews Scraper is a powerful Apify Actor designed to extract and compile customer reviews from Pepto-Bismol product pages. It automates the collection of detailed review data, including ratings, text, author information, and helpfulness metrics, enabling businesses and researchers to gain valuable insights into consumer sentiment. This tool streamlines market research by providing structured, reliable data directly from the source, saving time and ensuring accuracy.

Features

• Comprehensive Review Extraction: Captures full review details such as titles, ratings, text, author info, dates, and moderation status.
• High Data Quality: Ensures data integrity with fields like helpfulness scores and incentivized review flags for reliable analysis.
• Scalable Crawling: Supports multiple start URLs and configurable request limits for efficient, large-scale data collection.
• Structured Output: Delivers data in clean JSON format, ready for integration into analytics tools or databases.
• Error Handling: Built-in mechanisms to manage page variations and extraction failures gracefully.
• Fast Performance: Optimized for quick crawling with minimal resource usage.
• Customizable Inputs: Flexible parameters allow targeted scraping of specific products or review sets.

Input Parameters

Parameter	Type	Required	Description	Example
startUrls	array	Yes	URLs to start the crawling process. These should be Pepto-Bismol product pages containing reviews.	[{"url": "https://pepto-bismol.com/en-us/products/fast-melt-upset-stomach-chewable-tablets"}]
maxRequestsPerCrawl	integer	No	Maximum number of requests the crawler can make. Helps control costs and avoid overloading the target site. Default is 10.	50

Example Usage

Input

{
  "startUrls": [
    {
      "url": "https://pepto-bismol.com/en-us/products/fast-melt-upset-stomach-chewable-tablets"
    }
  ],
  "maxRequestsPerCrawl": 10
}

Output

[
  {
    "productUrl": "https://pepto-bismol.com/en-us/products/fast-melt-upset-stomach-chewable-tablets",
    "productId": "301490039304",
    "productName": "Pepto-Bismol Ultra Liquid",
    "reviewId": "223373724",
    "title": "Works fast",
    "text": "As a new mom of twin boys, sometimes I don't have the time to eat the best I should. The quick food sometimes leaves me with an upset tummy and I need a quick fix since I can't leave the boys for too long. As soon as I feel an itch of rumbles, I drink this and within 30 minutes, I'm much better. Thanks for the tummy and time saving product!",
    "rating": 5,
    "author": "BekNYS",
    "date": "2019-08-16T19:20:28.000+00:00",
    "lastModifiedTime": "2025-11-12T11:19:40.000+00:00",
    "isFeatured": false,
    "isRecommended": true,
    "helpful": 2024,
    "notHelpful": 84,
    "totalFeedback": 2108,
    "helpfulness": 0.9601519703865051,
    "incentivizedReview": true,
    "hasMedia": false,
    "mediaCount": 0,
    "moderationStatus": "APPROVED",
    "userLocation": "Columbia, MO",
    "pros": null,
    "cons": null
  }
]

Use Cases

• Market Research: Analyze consumer feedback to identify trends in product satisfaction and common complaints.
• Competitive Intelligence: Compare review data across similar products to benchmark performance.
• Price Monitoring: Track reviews alongside pricing data for comprehensive market analysis.
• Content Aggregation: Build datasets for sentiment analysis or machine learning models.
• Academic Research: Collect real-world data for studies on consumer behavior and health product efficacy.
• Business Automation: Automate review monitoring for brand reputation management.

Installation and Usage

1. Search for "Pepto Reviews Scraper" in the Apify Store.
2. Click "Try for free" or "Run".
3. Configure input parameters.
4. Click "Start" to begin extraction.
5. Monitor progress in the log.
6. Export results in your preferred format (JSON, CSV, Excel).

Output Format

The Actor outputs an array of JSON objects, each representing a single review. Key fields include productUrl, productId, productName, reviewId, title, text, rating (1-5 scale), author, date, helpful and notHelpful counts, helpfulness ratio, incentivizedReview flag, and moderationStatus. This structure ensures easy parsing and integration into downstream applications.

Support

For custom/simplified outputs or bug reports, please contact:

• Email: support@getdataforme.com
• Subject line: "custom support"
• Contact form: https://getdataforme.com/contact/

We're here to help you get the most out of this Actor!

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Extract authentic Pepto-Bismol reviews effortlessly with our scraper. Key features: comprehensive data capture, high accuracy, scalable crawling, and structured JSON output. Ideal for market research, competitive analysis, and sentiment studies. Start scraping today on Apify! (148 characters)