Analysis Frameworks

Narrative Latent Space Mapper

Map your brand's semantic position within LLM training clusters.

Citation Velocity Tracker

Monitor how often AI agents reference your brand in real-time.

Vibe Alignment Scorecard

Evaluate consistency between your core values and AI-generated summaries.