NLP browser audit

Dark Pattern Auditor

Scan visible interface copy and highlight language that needs human review.

Start the local API, then scan an HTTP or HTTPS page.

Findings

No audit has been run yet.

Connection and thresholds

This tool provides model-assisted screening, not a legal determination. Page text is sent only to the configured API endpoint.