Sephora Reviews + Stats Scraper

Sephora Reviews + Stats Scraper

by wibuild

Extract clean JSON review data from any Sephora product page. Perfect for sentiment analysis, tracking rating trends, and gathering customer insights for beauty brands.

6 runs
2 users
Try This Actor

Opens on Apify.com

About Sephora Reviews + Stats Scraper

Need to understand what real customers think about Sephora products? This scraper is what I use. You give it a Sephora product page URL and tell it how many reviews you want, and it pulls all that messy, public data into clean, structured JSON. It grabs the star ratings, the review text, dates, and any other stats available on the page. I built it to be low-cost and reliable because I got tired of manual copying or dealing with overly complex systems. It’s perfect for a few key things: running sentiment analysis to see if a new launch is being well-received, tracking rating trends over time to spot quality issues, or aggregating customer feedback for competitive research. If you're in ecommerce, doing brand analysis, or just need a steady stream of authentic review data for beauty products, this actor automates the tedious part. You get the data ready for your dashboards, reports, or models without the headache.

What does this actor do?

Sephora Reviews + Stats Scraper is a web scraping and automation tool available on the Apify platform. It's designed to help you extract data and automate tasks efficiently in the cloud.

Key Features

  • Cloud-based execution - no local setup required
  • Scalable infrastructure for large-scale operations
  • API access for integration with your applications
  • Built-in proxy rotation and anti-blocking measures
  • Scheduled runs and webhooks for automation

How to Use

  1. Click "Try This Actor" to open it on Apify
  2. Create a free Apify account if you don't have one
  3. Configure the input parameters as needed
  4. Run the actor and download your results

Documentation

Sephora Reviews + Stats Scraper

Overview

This Apify actor scrapes customer reviews and product statistics from Sephora product pages. You provide a product URL, and it returns clean, structured JSON data ready for analysis, dashboards, or models. It's built to be low-cost and handle large data pulls.

Key Features

  • Automated Data Collection: Fetches reviews up to a specified maximum or all available reviews.
  • Structured Output: Standardizes each review into a consistent JSON format.
  • Product Statistics: Attaches product-level stats (like total reviews and rating distribution) to every review object.
  • Cost-Effective: Designed for low cost per 1000 results, suitable for experiments and larger pulls.

How to Use

Provide the actor with a simple input configuration containing a Sephora product URL and an optional limit for the number of reviews.

Input

The actor accepts an array of inputs. Each input object requires a url and can optionally specify max_reviews.

[
  {
    "url": "https://www.sephora.com/product/your-product-here-P123456?skuId=7890123",
    "max_reviews": 100
  }
]
  • url (required): Any valid Sephora product page URL.
  • max_reviews (optional): The maximum number of reviews to collect. Set to 0 or omit to collect all available reviews.

Output

The actor returns a JSON array where each object is a standardized review, enriched with product data.

[
  {
    "SourceClient": "sephora",
    "ProductId": "2915940",
    "OriginalProductName": "Example Product Name",
    "Rating": 4,
    "Helpfulness": 1,
    "SubmissionDate": "2025-12-12",
    "ReviewText": "The review text here...",
    "ModerationStatus": "APPROVED"
    // ... additional standardized fields
  }
]

This structure allows for analysis at both the individual review level (sentiment, text) and the aggregate product level (average rating, volume trends, variant comparison).

Categories

AI AGENTS AUTOMATION

Common Use Cases

Market Research

Gather competitive intelligence and market data

Lead Generation

Extract contact information for sales outreach

Price Monitoring

Track competitor pricing and product changes

Content Aggregation

Collect and organize content from multiple sources

Ready to Get Started?

Try Sephora Reviews + Stats Scraper now on Apify. Free tier available with no credit card required.

Start Free Trial

Actor Information

Developer
wibuild
Pricing
Paid
Total Runs
6
Active Users
2

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