Never Post the Same Thing Twice

When you are pulling content from RSS feeds, generating posts with AI, and running multiple schedules, duplicate content is inevitable without safeguards. Nobody wants to share the same article twice or post the same take on consecutive days.

ClawPoster has deduplication built into the pipeline. Every piece of content gets a dedup key based on its source and substance. Before any post gets published, it is checked against the cache. Duplicates get filtered silently.

This works across the entire pipeline: RSS articles that appear in multiple feeds get caught. AI-generated posts that are too similar to recent content get flagged. Scheduled runs that would produce repetitive output get adjusted.

The dedup cache is persistent and grows over time. The longer ClawPoster runs, the better it gets at keeping your feeds fresh and varied. Combined with the scoring system for RSS candidates, this means your audience sees a curated, non-repetitive stream of relevant content.