The first hundred scans tell you whether placement, timing, and intent are lining up. Raw volume matters, but it is only one part of the story. You also want to know whether scans are happening on mobile devices as expected and whether certain locations are outperforming the rest.
Good reporting should stay readable. Operators need enough detail to make the next decision, not a wall of charts that obscures the signal. Focus first on which placements are converting and which pages deserve more attention after launch.
Once traffic is real, compare scan volume with context. A busy table tent near checkout means something different than the same volume from an outdoor poster. Device share, time of day, and basic location patterns help explain whether the audience is acting with intent or just testing the code.
The most useful analytics review ends with one action. Move the code, adjust the message, expand the winning placement, or simplify the destination. If the dashboard does not make that next decision clearer, it is probably showing too much.
More Notes
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