Jiffy Reviews Scraper

This Actor collects structured product review data from www.jiffy.com and returns analytics-ready datasets for business and data science use cases.

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What This Actor Does

The Jiffy Reviews Scraper extracts customer review information and product-level review summaries from Jiffy product pages and outputs clean, structured data suitable for analysis, dashboards, and machine learning pipelines.

This Actor focuses on review insights, not page rendering or catalog crawling.

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Actor Input

Input Parameters

Field Type Description

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product_url string Full Jiffy product URL max_reviews integer Maximum number of reviews to collect

Example Input

{
  "product_url": "https://www.jiffy.com/gildan-G300.html?ac=White",
  "max_reviews": 100
}

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Actor Output

Each output record represents one customer review, enriched with product-level review summary metrics.

Example Output

{
  "product_name": "Light Cotton T-Shirt",
  "sku": "G300",
  "product_url": "https://www.jiffy.com/gildan-G300.html",
  "ratingValue": 5,
  "title": "Great quality",
  "reviewBody": "Excellent material and fast delivery.",
  "author_name": "Shirley",
  "datePublished": "2026-01-15",
  "publisher_name": "JiffyShirts",
  "avg_rating_text": "4.9 out of 5 stars",
  "total_reviews": 7067,
  "recommended_pct": 99,
  "star_5_pct": 93,
  "star_4_pct": 5,
  "star_3_pct": 1,
  "star_2_pct": 0,
  "star_1_pct": 0
}

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Output Fields

Review Fields

• title
• reviewBody
• ratingValue
• author_name
• datePublished
• publisher_name

Product Fields

• product_name
• sku
• product_url

Review Summary Metrics

• avg_rating_text
• total_reviews
• recommended_pct
• star_5_pct
• star_4_pct
• star_3_pct
• star_2_pct
• star_1_pct

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How This Data Helps Businesses

• Measure customer satisfaction and product quality
• Identify best-performing and underperforming products
• Track recommendation rates and customer loyalty
• Improve merchandising, pricing, and inventory decisions
• Support voice-of-customer and CX initiatives

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How This Data Helps Analysis & ML

• Sentiment analysis on review text
• Time-series analysis of customer feedback
• Rating distribution and bias detection
• Feature generation for ML models
• BI dashboards and reporting without additional joins

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Actor Behavior

• Stops automatically when the requested number of reviews is reached
• Handles products with limited or no reviews gracefully
• Outputs normalized, analytics-ready records
• Designed for scalability and reliability

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Notes

• Dates follow ISO format (YYYY-MM-DD)
• Percentage fields are normalized between 0–100
• Output is compatible with CSV, JSON, and Apify datasets

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Legal & Usage

This Actor is intended for data analysis and research purposes.
Users are responsible for ensuring their usage complies with Jiffy's terms of service and applicable laws.

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Author

Built for structured review intelligence and product insight generation.