Why we do / don’t

Why does SearchChamp never auto-publish content without a quality gate?

SearchChamp does not auto-publish content without a quality gate because a model that invents a statistic would publish that invention under your byline. Every draft passes an anti-fabrication check that flags unsupported numbers, invented quotes, and claims with no source in the brief. A human approves the final publish.

The failure mode is specific and cheap to trigger: a fluent paragraph containing one confident number nobody can trace. It reads well, it passes a spell check, and it is the sentence a reader screenshots.

So the validator is deterministic where it can be. It looks for figures, quotations and named claims that have no counterpart in the source material the brief was built from, and it holds the draft rather than softening the sentence.

The human approval step is the second half. It is the same reasoning that keeps outreach draft-only: publishing under your name is a decision with consequences software should not take alone.

What this answer is based on

Content quality gate and anti-fabrication validation policy