deprecated - Signal™

Updated: 2026-01-25

Signal™ has been deprecated and not replaced.

Signal™ is Growth Marshal’s framework for monitoring and validating brand facts in AI-generated answers. It continuously evaluates LLM outputs against authoritative source material, detects entity ambiguity and factual drift, and surfaces the exact discrepancies to correct across your site, schema, and third-party profiles.