Practical guide
Separate platform-reported metrics from your own observations
Platform-reported figures and operator observations may use different definitions and update times, so label their origins before combining them.
Platform-reported figures and operator observations may use different definitions and update times, so label their origins before combining them.
A practical procedure
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Record the platform metric name exactly and note when it was retrieved.
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Store manual counts with their own inclusion rules and observation windows.
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Present the sources in separate columns and explain discrepancies rather than forcing agreement.
Worked example: a fictional session
A fictional report lists the platform's viewer figure beside manually counted product questions, without treating either as a count of unique buyers.
Check the limits
Similar metric names do not guarantee identical definitions across sources.