Pricing Methodology

How public beta prices are reviewed

KBeauty Price Finder shows only manually reviewed public offers. The goal is to make the current listed price easy to compare while keeping the public beta data set conservative and traceable.

What the displayed price means

• A reviewed listed price is the visible product-page selling price recorded during manual review.
• Prices exclude shipping, tax, and coupon codes.
• The lowest price is selected from in-stock reviewed public offers only.
• Last checked shows when a reviewed price was most recently recorded.
• Users should confirm the final price on the retailer website.
• Retailer links may open in a new tab.

Why some products are pending review

• Products with no approved reviewed offer show "No verified retailer prices yet."
• Unreviewed placeholder prices are not shown as public prices.
• Product images use safe placeholders until approved image permissions, feed assets, or license evidence are available.
• The public beta favors traceable data over showing every possible retailer.