Ecommerce filter coverage audit calculator

Calculate valid filter-value coverage per category/key and allowed options with no matching products with your own figures.

Your numbers

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

Use valid filter-value coverage per category/key and allowed options with no matching products to compare changes to your inputs. The method and limits below explain the scope.

Examples

Examples

Try the starting example

Filter definitions: category, attribute key, allowed options joined by |
apparel,color,red|blue|green apparel,material,cotton|wool
Products: SKU, category, key=value attributes joined by |
A,apparel,color=red|material=cotton B,apparel,color=blue|material=NA C,apparel,color=NA|material=wool
Valid filter-value coverage per category/key (%)
apparel/color: 66.6666666667; apparel/material: 66.6666666667
Allowed options with no matching products
apparel/color: green
Values outside declared filter options
None
Products valid on every category filter (%)
33.333333

Try another scenario

Filter definitions: category, attribute key, allowed options joined by |
apparel,color,red|blue|green apparel,material,cotton|wool
Products: SKU, category, key=value attributes joined by |
A,apparel,color=red|material=cotton B,apparel,color=blue|material=cotton C,apparel,color=blue|material=wool
Valid filter-value coverage per category/key (%)
apparel/color: 100; apparel/material: 100
Allowed options with no matching products
apparel/color: green
Values outside declared filter options
None
Products valid on every category filter (%)
100
Calculation method

Calculation method

Valid filter-value coverage per category/key (%)

For each filter count same-category products with one present declared option / same-category product count.

Allowed options with no matching products

List declared options not present on any product in that category.

Values outside declared filter options

Flag present product values outside the filter’s allowed set; do not silently coerce them.

Products valid on every category filter (%)

Count products with a valid option for every defined filter in their category.

Symbols and units
a
Filter definitions: category, attribute key, allowed options joined by |
b
Products: SKU, category, key=value attributes joined by |

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

Assumptions & limits

Assumptions & limits

  • A single-value-per-attribute filter audit with declared categories and option sets. It does not infer taxonomy, synonyms, sizes or whether a product’s supplied value is true.
Are these inputs private?

These calculations run in your browser. A shared link contains the values you choose to share. Only questions submitted to the separate AI finder are sent to OpenAI.

Further reading

Google Merchant Center: product-data terminology and consistency background ↗

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

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