Grocery and fresh retail operations

Grocery substitution acceptance rate calculator

One outcome per proposal. Refund price is a category average; acceptance is descriptive, not a prediction.

Your numbers

Use the units shown. Results update as you change valid inputs.

YOUR RESULT

One outcome per proposal. Refund price is a category average; acceptance is descriptive, not a prediction.

THE NUMBERS, EXPLAINED

How to use this calculator.

One outcome per proposal. Refund price is a category average; acceptance is descriptive, not a prediction.

Start with your inputs

Enter accepted substitutions by category, rejected substitutions by category, refund value per rejected item by category (currency). Keep amounts in the units shown on each field. The example is a starting point, not a recommended value.

InputExample value
Accepted substitutions by category30,10
Rejected substitutions by category10,10
Refund value per rejected item by category (currency)2,5

A worked example

With the example inputs above, acceptance rates by category (%) is 75, 50. Change the inputs to explore your own scenario.

All results for the example inputs above
ResultExample answer
Acceptance rates by category (%)75, 50
Overall acceptance (%)66.666667
Refunds from rejected items (currency)70

How this is calculated

Acceptance rates by category (%)

Divide accepted substitutions by all proposals in each category.

Overall acceptance (%)

Weight categories by proposed substitution counts.

Refunds from rejected items (currency)

Multiply rejections by the respective refund values.

Symbols and units
a
Accepted substitutions by category
b
Rejected substitutions by category
c
Refund value per rejected item by category (currency)

Use the units shown. A list keeps the order in which you enter its values. The symbol ^ means “raised to the power of”.

Assumptions and limits

One outcome per proposal. Refund price is a category average; acceptance is descriptive, not a prediction.

Calculations use the values you enter. Blank or invalid inputs show an error instead of silently substituting zero. Results are displayed to useful precision; calculations retain the underlying numeric precision.

Questions about this tool

What does the result tell me?

Acceptance rates by category (%); Overall acceptance (%); Refunds from rejected items (currency). The result applies to the method and inputs described above. Check the units and assumptions before using it in a decision.

Why might another calculator differ?

Differences in units, rounding, timing or model definitions can produce different answers. Compare the input definitions and the method, rather than only the final number. For this tool: One outcome per proposal. Refund price is a category average; acceptance is descriptive, not a prediction.

Are my inputs stored or sent to AI?

Calculations on this page happen in your browser. The separate AI question finder sends its submitted conversation to OpenAI; these calculator fields are not sent. Favourites and recent tool names are stored locally. A shared link contains the inputs you choose to include.

Further reading

OpenStax: Measures of the Center of the Data ↗

Background reading; this does not imply endorsement or independent review of SumFizz.

Review status

Software example and browser checks are recorded in our quality report. No external expert review is claimed. Created with coding assistance; calculations run as ordinary browser code.

Read the quality report →