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Lipscosme Cosmetics Review Ranking Scraper

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Scrape product listings, ratings, reviews, and clip counts from LIPS (lipscosme.com), Japan's Gen-Z cosmetics review community. Extract products with brand, category, aggregate rating, review count, price, and UGC reviews.

Pricing

Pay per event

Rating

0.0

(0)

Developer

BowTiedRaccoon

Actor stats

Bookmarked

Total users

Monthly active users

4 days ago

Last modified

LIPS Cosmetics Review & Ranking Scraper

Scrape product listings, ratings, reviews, and clip counts from LIPS (lipscosme.com), Japan's fastest-growing Gen-Z cosmetics UGC community — the mobile-first counterpart to @cosme, with a distinct younger demographic and a unique "clip" save-engagement metric.

What you get

Each record includes:

Field	Description
`product_id`	Numeric product ID from the LIPS URL
`product_name`	Product name in Japanese
`brand_name`	Brand name
`category`	Product category (e.g. クッションファンデーション)
`lips_rating`	Aggregate LIPS star score (0–5)
`review_count`	Total number of reviews
`clip_count`	Number of users who clipped (saved) this product
`price`	Price string (e.g. `2860円`)
`review_user`	Username of the review author
`review_text`	Review body text (up to 20 reviews per product)
`review_rating`	Individual review rating (null — only available on separate review post pages)
`detail_url`	Full URL to the product detail page

How it works

Listing phase — paginate /products?page=N to discover all ~5,000+ products (40 per page).
Detail phase — fetch each /products/NNNN page and extract structured data from the server-rendered JSON-LD Product schema. Up to 20 embedded reviews are extracted per product.

No headless browser required — the site serves full HTML server-side.

Input

Field	Type	Required	Default
`maxItems`	Integer	Yes	10

Set maxItems to control how many records to collect. One record = one review row (products with many reviews generate multiple rows).

Notes

Clip metric: The LIPS "clip" (save) count is a unique Gen-Z engagement signal not present on @cosme.
Individual review ratings: Per-review star ratings are only on individual /posts/NNNN pages — crawling them would triple the request count. They are returned as null.
Language: All content is in Japanese (UTF-8).
Rate limit: Polite crawl at 8 concurrent requests, no Cloudflare or anti-bot protection.

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