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The Hwahae category trending ranking scraper turns a fixed Hwahae K-beauty ranking preview into a structured CSV export. It is built for analysts who need product rank, brand, product name, rating, review count, image URL, category, and tag without rebuilding a Korean beauty ranking sheet by hand.
hwahae.csv
8
30 URLs
Local desktop
Free import
At a glance
Ranking rows ready for spreadsheets
The export captures the useful market-research fields in stable columns: category, tag, rank, image URL, brand, product name, rating, and review count.
Multi-URL workflow, not manual copy paste
The Navigate block loops through the supplied Hwahae CDN image URLs, waits for each image element, exports one mapped product row, then continues to the next input.
Runs from your own machine
The workflow is designed for UScraper's local desktop app, so output lands in a folder you control instead of a marketplace actor dashboard.
Built as an editable starter template
Because the source analysis exposed image URLs rather than a public listing DOM, the template uses URL-keyed mappings. You can replace or expand those mappings when you refresh the ranking source.
Who uses it
Beauty market researchers
Category snapshots
Export a clean Hwahae category ranking CSV when you need a quick view of which skin-care products are trending, which brands appear repeatedly, and how review counts support the displayed order.
Brand and retail teams
Competitive tracking
Compare rank, rating, and review volume across products before planning assortment, creator seeding, or marketplace positioning for Korean beauty launches.
Data operations teams
Workflow handoff
Start from a working Hwahae data extractor instead of a blank automation canvas, then adjust URLs, save paths, and mappings for your own reporting cadence.
How to use
Download and import
Use the download button on this page, then import the JSON into the UScraper desktop app.
Review the URL list
The Navigate block contains the 30 Hwahae product image URLs found in the analyzed preview. Replace or extend that list when you have a newer ranking source.
Set the export folder
Structured Export writes hwahae.csv with headers and append mode. Change the save location before your first run if your team uses a shared project folder.
Run the local workflow
The graph follows Navigate -> Wait for Page Load -> Wait for Element -> Structured Export -> Loop Continue. That means each URL loads, the product image is detected, one row is exported, and the loop advances.
Open the CSV
Load the file in Excel, Sheets, a BI tool, or your internal K-beauty trend model. Sort by rank, filter by brand, or compare rating and review count against your own sales data.
Output preview
hwahae.csvColumn
category
Category label from the workflow mapping.
Column
tag
Ranking tab or filter label, such as overall.
Column
rank
Product position in the analyzed preview.
Column
image
Hwahae CDN product image URL.
Column
brand
Korean brand name associated with the product ID.
Column
product_name
Product display name mapped from the URL.
Column
rating
Displayed average rating.
Column
review_count
Displayed review volume.
Sample rows
3 of many
| category | tag | rank | image | brand | product_name | rating | review_count |
|---|---|---|---|---|---|---|---|
| 스킨케어 | 전체 | 1 | ... | 리브엠 | 워터핏 8중 수분착붙 패드 | 4.68 | 2,921 |
| 스킨케어 | 전체 | 4 | ... | 아누아 | PDRN 히알루론산 캡슐 100 세럼 | 4.60 | 6,897 |
| 스킨케어 | 전체 | 5 | ... | 토리든 | 다이브인 저분자 히알루론산 세럼 | 4.59 | 66,287 |
You can pair this page with other local marketplace scrapers when you need a broader beauty or retail dataset. Useful siblings include the Lipscosme Product Info Scraper, Lipcosme Product List Scraper, W Concept Product Listing Crawler, and the full UScraper template library.
Scraping public pages can still be limited by Hwahae terms, robots directives, copyright, privacy rules, or local law. Use modest volume, do not bypass access controls, avoid redistributing protected content, and get legal advice before using the CSV for commercial datasets.
Before you scale
Keep these guardrails visible
The preview used image URLs, not a full listing page
The current template maps product IDs from Hwahae CDN image URLs. If you later scrape a live ranking page, replace the URL-keyed mappings with selectors from that page.
Do not hammer Hwahae with large repeated runs
Start with the bundled 30 rows, keep waits in place, and avoid parallel unattended sessions. If Hwahae changes access behavior or shows verification, pause the workflow.
Treat rankings and reviews as governed third-party data
Review Hwahae's terms and your local data rules before redistributing product names, ratings, review counts, or derived trend datasets.
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Available on Windows 10+ and macOS 12+ · Need help? [email protected]