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Luminess Cosmetics Product Reviews Scraper

This Apify actor scrapes product reviews from Luminess Cosmetics It extracts clean, structured, and analysis-ready review data including ratings, review text, reviewer metadata, star distribution, and product details.

The actor is designed for data accuracy, completeness, and scalability, making it suitable for analytics, reporting, and AI workflows.

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Use Cases

• Customer review analysis\
• Sentiment analysis for beauty & skincare products\
• E-commerce product performance tracking\
• Competitor and market research\
• Dataset creation for analytics or AI models

What This Actor Scrapes

For each product, the actor collects the following data:

Review Summary (Bottomline)

• total_review
• average_score
• 5_star_count
• 4_star_count
• 3_star_count
• 2_star_count
• 1_star_count

Product Details

• id
• domain_key
• name
• product_link
• image_url

Individual Reviews

• score
• votes_up
• votes_down
• content
• title
• sentiment
• created_at
• verified_buyer
• is_incentivized
• comment (merchant reply text, if available)
• display_name (reviewer name)

Each review is returned as one row (JSON object) with all summary, product, and review fields included.

Input

Required

URL
Luminess product page URL

Example:

{
"URL":"https://www.luminesscosmetics.com/liquid-mirage-color-adjusting-foundation-spf50/LMCASPF-GEN-1.html"
}

Optional

maxreviews
Maximum number of reviews to scrape.

• Type: number\
• Default: 1000

Example:

{
"URL":"https://www.sephora.com/product/touchland-power-mist-hydrating-hand-sanitizer-P480529",
"maxreviews":5000
}

Output

The actor outputs a list of structured JSON objects, one per review.

Example (shortened):

{
"total_review":6845,
"average_score":4.654054,
"5_star_count":5147,
"4_star_count":1111,
"3_star_count":537,
"2_star_count":17,
"1_star_count":33,
"id":509457851,
"domain_key":"LMSKBT-KT",
"name":"Airbrush Skincare Booster Kit",
"product_link":"https://yotpo.com/go/ue0v2bnq",
"image_url":"https://cdn-yotpo-images-production.yotpo.com/Product/482245212/402166670/square.jpg?1768019501",
"score":5,
"votes_up":0,
"votes_down":0,
"content":"Easy to use.",
"title":"Easy to use.",
"sentiment":0.8183722,
"created_at":"2026-01-14T21:28:25.000Z",
"verified_buyer":true,
"is_incentivized":false,
"comment":null,
"display_name":"Joann A."
}

Notes

• Only publicly available product reviews are collected\
• Merchant replies are included as plain text when available\
• Data is returned in a format ready for CSV/JSON export