Spec-first scoring
Each comparison is built from stored product, variant, and category rule data before any shopping link is shown.
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Compare categories
Compare products across brands with category-specific weights, clean rankings, and trusted offer states.
Localized providers
Korean pages prefer Coupang and AliExpress, while English and Japanese pages can use Amazon and AliExpress when server credentials are configured.
Review-gated updates
Automated refresh jobs create admin review items first; new offers, images, and match suggestions do not become public until approved.
Safer outbound clicks
Affiliate redirects are recorded through server-side click logs and only approved product offers can generate outbound shopping traffic.
Compare pages stay in the sitemap with canonical locale URLs, structured data, and crawler-readable summaries so product, brand, category, and upgrade-intent searches can reach the right public page directly.