AI product data enrichment

Give buyers the product details they came for.

For product data and ecommerce teams

Turn supplier descriptions, documents, and images into useful product attributes. Merchkit helps you fill gaps, standardize values, and review the details your shoppers need to choose.

A green T-shirt beside a supplier note reading 100% cotton and machine wash cold. These source details become material: cotton and care: cold wash.

The product is ready. Its details are still scattered.

Product & Supply Chain

The specifications are in another file.

A supplier sends product descriptions, specification sheets, and images separately. Your team has to connect them to the right product and variant.

Marketing & Ecommerce

Every listing starts with the same questions.

What is it made of? Are the measurements consistent across suppliers? Content teams chase answers before they can build useful filters and descriptions.

For the shopper

Buyers need the details behind the photo.

Someone comparing products needs clear specifications, intended uses, and instructions. A missing detail leaves them guessing about a purchase.

What you can do with Merchkit

Extract the details. Set the standards. Review the result.

Merchkit puts AI attribute creation inside your catalog, with control over the sources, instructions, and products you use.

How your team uses it

What enriching product data looks like.

Start with a few representative products from your catalog. You can see where the instructions work and where a supplier needs to provide more detail.

  1. Bring in the products and their sources

    Import the products, check their identifiers and variants, and attach supplier descriptions and specification sheets. Keep variant-specific details with the right record.

    Import your catalog
  2. Generate and check the attributes

    Configure the attributes your buyers need, then run enrichment on the selected products. Check the source behind an answer and correct the instructions when a pattern needs attention.

    Run your first enrichment
  3. Use the reviewed details in channel content

    Generate channel descriptions and fields from the catalog, then review and export them. Check the destination’s requirements before submitting the file.

    Prepare the channel handoff

Before and after

Less re-keying. A clearer source for each answer.

Compare the work when it is spread across files and manual handoffs with the workflow your team can build in Merchkit.

On a small screen, scroll across to compare the workflow.

Team workflows before and with Merchkit
TeamFiles and manual handoffsWith Merchkit
Product & Supply ChainFind the same specification sheet again whenever someone asks about a product detail.Attach the specification sheet to the product so enrichment and review use the same source.
Marketing & EcommerceTranslate inconsistent supplier terms while writing each listing.Reuse configured attributes and reviewed values in descriptions and channel fields.
Catalog operationsCopy corrections between spreadsheets and repeat the same instructions for each batch.Edit catalog values and refine shared attribute instructions before the next batch.

Bring the attribute your team keeps chasing.

Let’s look at the source, the product record, and the listing you want to create. We’ll show where Merchkit fits into that work.

See enrichment in action

Book a demo with the Merchkit team. No account signup required.

  • Start with a real product

    Choose a product or variant with a recurring gap in its specifications.

  • Work through the enrichment

    Look at source selection, attribute instructions, and how your team reviews the result.

  • Plan a useful first batch

    Choose a category and output route, then agree what your team needs to see before expanding.

Frequently asked questions