Shortlists use the shopper’s words, reviewed product attributes, editorial evidence, caveats, and availability. Affiliate commission is not a ranking input. Every published real product requires a reviewed listing, approved original editorial content, and at least one approved embeddable video.

Kuchloge withholds stale or unverified prices. The merchant page controls the current seller, variant, price, delivery, return, warranty, and payment terms. Verify all of them before buying.

YouTube candidates are discovered automatically but require an administrator’s exact-product and embed approval before publication. Video creators are independent; their inclusion is not an endorsement by the creator, YouTube, Amazon, or the product manufacturer.

Kuchloge shows a disclosure and requires an affirmative action before opening the exact reviewed HTTPS destination. Synthetic preview records never open merchant links.

The admin tool can create cautious starting copy from category and approved-video context. It does not invent specifications, approve its own output, or publish automatically. A human remains responsible for evidence and publication.