How do I separate independent customer samples from repeated responses before summarising variant preferences?
Use anonymous participant codes. The latest round per person and variant counts once; tied latest rounds require a correction.
Open Test Sample RegisterTry the worked example
These are the example inputs from Test Sample Register. Replace them in the tool to run your own case.
| Participant code | Variant | Vote | Trial round |
|---|---|---|---|
| P01 | Amber | revise | 1 |
| P01 | Amber | keep | 2 |
| P02 | Amber | revise | 1 |
| P03 | Moss | keep | 1 |
Example result
Amber · Review · 2 distinct participant(s): 1 keep, 1 revise.
Who uses this?
Merchandise sampling teams. The free online tool runs the calculation in your browser. To edit the files and use the tools offline in one business, see the €49 offline edition.
Where the idea came from
Benchcraft adapted the reviewed paid customer-discovery or buyer-feedback sprint idea for merchandise sampling teams. The rules and fictional example here were created for this tool.
Original video