Liquidiv Reviews Spider

Introduction

The Liquidiv Reviews Spider is a powerful Apify Actor designed to scrape and extract customer reviews from LiquidIV product pages. It efficiently gathers detailed review data, including ratings, content, and metadata, enabling businesses and researchers to analyze consumer feedback. This tool is ideal for gaining insights into product performance and customer sentiment without manual effort.

Features

• Comprehensive Review Extraction: Captures full review details such as titles, content, ratings, and timestamps from specified LiquidIV product URLs.
• Sentiment Analysis: Includes sentiment scores for each review to gauge overall positivity or negativity.
• Verified Buyer Tracking: Identifies verified purchases and incentivized reviews for data reliability.
• Multi-URL Support: Handles multiple product URLs in a single run for batch processing.
• Structured Output: Delivers clean, JSON-formatted data ready for analysis or export.
• High Performance: Optimized for speed and scalability, processing reviews quickly and efficiently.
• Error Handling: Robust mechanisms to manage page changes or access issues gracefully.

Input Parameters

Parameter	Type	Required	Description	Example
Urls	array	Yes	An array of URLs pointing to LiquidIV product pages to scrape reviews from. Each URL must be a valid HTTP or HTTPS link.	["https://www.liquid-iv.com/products/pomegranate-punch-hydration-sugar-free-energy-multiplier?Flavor=Pomegranate+Punch&Size=14PK&selling_plan=21425094692"]

Example Usage

Input Configuration

{
  "Urls": [
    "https://www.liquid-iv.com/products/pomegranate-punch-hydration-sugar-free-energy-multiplier?Flavor=Pomegranate+Punch&Size=14PK&selling_plan=21425094692"
  ]
}

Output Example

[
  {
    "Review_Id": 784762923,
    "Product_Id": "7987500253220",
    "Title": "I really like this one",
    "Content": "I really like this one when I drink. I feel so good. I have more energy.",
    "Rating": 5,
    "Verified_Buyer": true,
    "Created_At": "2025-11-24T20:46:03",
    "Sentiment": 0.9523968,
    "Is_Incentivized": false,
    "User_Name": "Bosnian k.",
    "Product_Variants": {
      "Size": "14PK",
      "Flavor": "Pomegranate Punch"
    },
    "Country": "\ud83c\uddfa\ud83c\uddf8 United States",
    "actor_id": "9ADxA9VQTgv5MhW3i",
    "run_id": "P31Ghoy4R2omB9XP4"
  }
]

Use Cases

• Market Research: Analyze customer feedback to identify trends in product preferences and satisfaction.
• Competitive Intelligence: Compare LiquidIV reviews with competitors to benchmark performance.
• Price Monitoring: Track how reviews correlate with pricing strategies or promotions.
• Content Aggregation: Collect and aggregate reviews for content creation or social media insights.
• Academic Research: Study consumer behavior and sentiment in the hydration beverage market.
• Business Automation: Automate review monitoring for quality control and customer service improvements.

Installation and Usage

1. Search for "Liquidiv Reviews Spider" 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 a JSON array of review objects. Each object includes fields like Review_Id (unique identifier), Product_Id (product SKU), Title and Content (review text), Rating (1-5 scale), Verified_Buyer (boolean), Created_At (timestamp), Sentiment (numerical score), Is_Incentivized (boolean), User_Name, Product_Variants (object with size and flavor), Country, and metadata like actor_id and run_id. This structured format ensures easy parsing and integration into databases or analytics tools.

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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