1. Collecting Data Without a Goal
Before implementing analytics businesses should define objectives.
For example:
Increase user retention
Improve checkout conversion
Reduce app abandonment
Understand feature usage
Improve customer engagement
Measure marketing campaigns
Once the business goal is clear the team can identify which data is actually required.
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Common Data Analytics Mistakes and How to Avoid Them in 2026
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