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Belief System / Practical tool

Reputation dashboard: template and indicators

A reputation dashboard should inform decisions. It separates activities, observed signals and outcomes supported by evidence. Mention counts and automated scores cannot establish trust on their own.

Template preview

Download the template · CSV ↓
ObjectiveIndicatorMeasurement levelSource/methodPeriodStarting pointObservationLimitsDecision/ActionResponsible
Understanding an announcementUnsolved issuesUnderstandingQualitative analysis of issuesTo be definedTo be determinedTo be providedPublics consulted to be specifiedComplete FAQ if necessaryTo be appointed
Check visibility in AIsRelevant quotes on defined queriesVisibility observationDocumented sample: queries, language, engine, dateTo be definedTo be determinedTo be providedVariable responses; limited sampleCheck sources and correct gapsTo be appointed

Connect each indicator to an objective

Define the starting point: do audiences understand a decision? Is there a factual error going on? Is expertise identified? Is a commitment recognized? Then choose the indicators and their sources.

The AMEC framework helps to distinguish assessment levels. Content production, exposure, understanding and effects are not interchangeable. The data must be accompanied by their method and limitations.

Interpret the evidence

Specify the time period, starting point, sample and person responsible for each indicator. A change in method can produce a variation without any real change in reputation. Automated tone scores require a qualitative review, especially for irony, languages and complex topics.

For GEO, document requests, languages, engines, dates and how to check citations. An IA response may vary from one test to another. The model does not recommend merging these observations into a universal ranking.

Use the dashboard to make decisions

Download the CSV, replace the examples and add the verified observations. The "decision / action" column is essential: if an indicator does not shed light on any choices, ask its usefulness.

Keep the information that explains a development. The dashboard can be used to correct content, deepen an investigation, prepare a response or adjust a priority. It must not attribute a commercial or institutional effect to the communication without proof.

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