Analytics and results

Sampling

Also known as: sampling

Analyzing part of the data rather than every event or possible answer.

A practical example

AI monitoring tests a defined set of questions and runs.

What should I know?

A sample does not automatically describe all users and answers.

Analytics and results in practice

Before comparing numbers, check definitions, periods, sources, and denominators. Separate observation from proof of an action's impact. A metric should support business decisions, not just look good in a report.

Related Semly features

See where this concept applies when working with Semly.

AI analyticsCompare visibility, position, sentiment, and brand share in AI answers.Google Search ConsoleConnect search data to Semly. Analyze queries and page performance when planning next steps.

Related terms

AI answer monitoringRegular checks of answers to defined questions in selected models and conditions.EstimationAn approximate value calculated from available data and assumptions.CorrelationVariables moving together, without explaining causation on their own.

Documentation and further reading

Definition prepared by Semly. Standards and behavior are described by their creators:

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