Legitimacy Analysis

Comment Legitimacy Checker

Use a comment legitimacy checker approach to assess whether website comments are authentic, relevant, and worth publishing before they affect trust or moderation time.

Why comment legitimacy matters

Not every problematic comment looks like obvious spam. Some are generic praise, subtle promotions, AI-generated filler, or context-free replies that technically read well but add no legitimate value to the page.

A comment legitimacy checker helps teams decide whether a message is authentic enough to publish instead of relying on guesswork or manual intuition alone.

What a legitimacy checker should evaluate

A useful system should ask whether the comment fits the article or product page, whether the intent feels genuine, and whether the wording suggests manipulation, automation, or mass-produced engagement.

Kanshi applies that kind of contextual review so websites can separate real participation from synthetic or low-value activity.

How Kanshi supports moderation decisions

Kanshi can return a structured decision before a comment is published or queued deeper into moderation. That allows teams to automate more of the easy cases while still keeping human review for borderline submissions.

It is a practical fit for sites that want cleaner engagement signals without turning comments into a high-friction workflow.

Check comment legitimacy before it becomes public noise

Kanshi helps teams evaluate whether comments belong on the page, not just whether a browser reached the form.