What your quarterly report looks like
Synthetic demonstration only — not customer results.
Synthetic example company
Snack/protein bars · Quarter starting 2026-07-01
Fixed cohort · provisional minimum 5 distinct employees per reported group
Compare products within the same survey and protocol. Unmatched observations are descriptive comparisons; paired results come from employees who evaluated both products.
Example cocoa protein bar
owned · individual · survey 1.015 distinct employees · 15 evaluations. Repeats do not count as independent tasters.
overall
7.00 / 9
15 distinct tasters
flavor
7.00 / 9
15 distinct tasters
Distribution withheld to protect small and complementary groups.
texture
6.00 / 9
15 distinct tasters
Distribution withheld to protect small and complementary groups.
aftertaste
6.00 / 9
15 distinct tasters
Distribution withheld to protect small and complementary groups.
Just-about-right diagnostics
The midpoint is “just right.” Higher is not better.
sweetness
15 distinct tasters
firmness
15 distinct tasters
Distribution withheld to protect small and complementary groups.
moistness
15 distinct tasters
Distribution withheld to protect small and complementary groups.
Withheld: no disclosure-reviewed group themes have been published.
Example competitor bar
competitor · individual · survey 1.0Not enough responses to report anonymously
Paired preference
Not enough responses to report anonymously
Interpretation and privacy
Synthetic illustration, not customer results. Employee observations are not representative consumer preference research, blind testing, or laboratory quality or safety certification. Paired and unmatched comparisons are kept separate. Higher JAR values are not better.
Only fixed quarterly cohorts are published. Small and complementary groups are withheld. No employee identifiers, photos, retailer or lot details, exact submission dates or verbatim comments are included. The provisional five-person minimum does not eliminate all inference risk.