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Knobase

trust

Contextual AI recommendations: disclosure, controls, and trust

A contextual offer is allowed only when it is labeled, the product facts are reviewable, and the publisher can refuse the placement.

Knobase ·

Label the commercial object

Sponsored and affiliate recommendations should say so in the offer metadata. Hiding that label inside an organic paragraph is not the Knobase model.

Minimize context

The offer request uses the current message and publisher-supplied audience flags. Knobase does not claim to process raw personal profiles, and age is never inferred from the message.

What we do not claim

This page does not claim legal certification, guaranteed compliance, or that every integration is safe by default. Trust is the combination of labeling, fail-open, review, and publisher control.