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What is a reputation scorecard?

Quick answer

A reputation scorecard aggregates search composition, the AI narrative, Wikipedia and Knowledge Panel status, peer comparison, and crisis readiness into structured executive reporting with trend lines and recommendations.

A reputation scorecard is the structured executive view that turns the program’s many signals into something leadership can read at a glance and act on. Rather than separate reports for search, AI, and Wikipedia, the scorecard aggregates them: the composition of the branded result set, the AI narrative across the engines, the Wikipedia and Knowledge Panel status, the peer comparison that puts the numbers in context, and the crisis-readiness posture. What makes it a scorecard rather than a data dump is the structure – trend lines that show direction over time, and clear recommendations attached so the report drives decisions. The audience is executives and boards who need the posture distilled into priorities and choices, not raw feeds. The discipline is synthesis: interpreting the signals into a coherent picture with a point of view, rather than handing leadership dashboards to decode. We build scorecards from IMPACT™, AIQ™, and WikiAlerts™ data, with trend lines and prioritized recommendations, so reputation reaches leadership as decisions rather than noise.

Last reviewed: 20/05/2026

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