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A dependable system stores more than a caption and a publishing date. Each content item should have structured fields that allow the automation to make decisions.
The most effective approach combines exact duplicate checks, semantic similarity checks, and content rotation rules.
Every promotional post should be connected to a campaign or offer record with explicit start and end dates. The publishing system should not rely on a person remembering to remove old posts.