Risk & Intelligence

Risk & Intelligence Officers

Track competitive positioning and early warning signals. Know where you're losing before it impacts revenue.

Resilience Monitoring

Automated alerts on position loss. Get notified when competitors gain ground on your key prompts before it impacts customer discovery and revenue.

  • Real-time position change alerts across all engines
  • Competitor momentum detection and trend tracking
  • Weekly risk digest emails with priority actions
  • Custom threshold alerts for critical category prompts
  • Historical position stability scoring

Category Benchmarking

Cluster-level authority gaps. Understand exactly where your brand leads and where competitors are gaining advantage — broken down by category and topic cluster.

  • Cluster performance heatmaps across engines
  • Cross-category authority comparison
  • Entity coverage gap analysis per cluster
  • Competitor share trends by category segment
  • First-mention dominance tracking by cluster

Board Reporting

Executive PDFs with trendlines. Deliver polished, data-driven reports that communicate AI positioning risk and opportunity to executive leadership.

  • One-page executive summary with key KPIs
  • 30/60/90-day trend visualization
  • Competitive landscape positioning maps
  • Risk-adjusted opportunity scoring
  • Exportable charts and data tables

Protect Your AI Positioning

See exactly where competitors are gaining ground — and act before it matters.

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