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Product attribute value

Data management and qualityBasic Level

A product attribute value is the specific value a product has for an attribute, such as Navy for Color or 42 for Size.

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What is Product attribute value?

A product attribute value is the specific value a product has for one attribute. The attribute is the property, such as Color, Size or Material; the value is what this product has for it, such as Navy, 42 or Cotton. Together they form the structured data behind filters, comparisons and feeds. Values come in types: text, number with a unit (2.5 kg), yes or no, a date, or a choice from a fixed list. Fixed lists keep values consistent, so Navy is not also stored as navy blue, dark blue and NVY, which would split one filter option into four. Channels often require their own allowed values, so the same value may need mapping per channel. Our guide to attribute standardization explains how to clean and align values across a catalog.

Why Product attribute value matters for e-commerce

Shoppers filter and compare on attribute values. If a value is missing, the product drops out of the filtered list; if values are spelled in different ways, filters show duplicates. Marketplaces and Google Shopping also reject or demote products with missing or invalid required values.

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Examples of Product attribute value

  • 1Attribute: Color, Value: Navy, Type: choice from list.
  • 2Attribute: Weight, Value: 2.5, Unit: kg, Type: number.
  • 3Attribute: Waterproof, Value: Yes, Type: yes or no.
  • 4Attribute: Screen size, Value: 27, Unit: inch, Channel value: 27 in (Google Shopping).
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How WISEPIM Helps

  • Clean values in one overview: WISEPIM's Attribute values page lists every value used per attribute, so you can spot and fix variants of the same value.
  • Rules on every value: attribute management sets types, units and allowed values, and Quality Guard rules flag products with missing or invalid values.
  • Fill gaps faster: AI enrichment fills missing attribute values from descriptions and specs, and bulk editing updates values across many products at once.

Common mistakes with Product attribute value

  • Allowing free text for attributes that should use a fixed list, such as color or material.
  • Storing the unit inside the value ("2.5kg") instead of in a separate unit field.
  • Mixing languages or spellings, so one filter shows Grey, Gray and Grijs.
  • Leaving required channel values empty, so feeds are rejected.

Tips for Product attribute value

  • Use fixed value lists for anything shoppers filter on.
  • Keep numbers and units in separate fields and use one unit system per attribute.
  • Review the most used values per attribute regularly and merge spelling variants into one.
  • Map your values to each channel's allowed values once, instead of editing feeds by hand.

Trends around Product attribute value

  • AI models extract attribute values from descriptions, images and supplier PDFs.
  • AI shopping assistants compare products on structured values, which raises the bar for complete data.
  • Channels publish stricter lists of required attributes and allowed values per category.

Tools for Product attribute value

  • WISEPIM: PIM with attribute management, an Attribute values page, Quality Guard rules and AI enrichment.
  • Akeneo and Plytix: PIM systems with attribute types and option lists.
  • Google Merchant Center: shows which required attribute values are missing or invalid in your feed.
  • OpenRefine: open source tool for cleaning and clustering messy values in a spreadsheet export.

Related Terms

Access Control (PIM)Attribute Dependency ManagementAttribute InheritanceAttribute ManagementAttribute mappingAttribute Scoping

Also Known As

Attribute valueProduct property valueSpecification value

Frequently Asked Questions

An attribute value is the specific value of a property. For a product, the attribute might be Color and the attribute value Navy. The attribute is the question, the value is the answer for this product.

The attribute is the property that all products in a group share, such as Size. The value is what one product has for it, such as M or 42. One attribute can have many possible values.

In retail, attribute values are the details that describe each product in a structured way: color, size, material, weight, brand. Stores use them for filters, product comparisons, search and channel feeds.

Color: Navy. Size: 42. Material: Cotton. Weight: 2.5 kg. Waterproof: Yes. Screen size: 27 inch. Good examples have a clear type and, for numbers, a separate unit.

Use fixed lists for values shoppers filter on, set a type and unit for each attribute, and check new imports against those rules. A regular review of the values in use catches spelling variants early.

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