Competitive Intelligence Layer

Engagement pattern summary, interaction mode, observed intent, and unique vs repeat ratio translate metrics into a clear mechanism.

What it does

Summarizes the engagement pattern, names the interaction mode, interprets observed intent, and frames discovery vs consolidation with a ratio view.

Why it matters

Most analytics show volume. This layer explains the mechanism behind the volume, so teams can understand why attention forms and how influence concentrates.

Use cases

• Competitive analysis: explain how a peer or competitor is winning attention.
• Leadership: align strategy with what the signals imply, not what the feed suggests.
• Sales: translate engagement into context for outreach timing.
• Marketing: defend narrative positioning with evidence.

Value delivered

Replaces subjective narrative with defensible interpretation, so decisions are based on observed mechanisms rather than vanity metrics.