Catalog enrichment pilot

50 SKUs enriched in 48h

For DTC, Shopify, and marketplace catalog operators who need clean titles, bullets, categories, and attributes without slowing the team. Lead with turnaround and a clear QA checklist. Get a quote for your 50-SKU pilot.

48h turnaround Managed data team Human QA pass

Built for catalog operators

What you get in the pilot

A fixed-scope enrichment pass on 50 SKUs. You send the brief and source file. We return structured, review-ready catalog fields on a 48-hour clock.

Clear brief in

Share your schema, style rules, and sample SKUs. We lock scope before work starts.

Enrichment out

Titles, bullets, category paths, and key attributes filled to your template.

QA before handoff

Every batch goes through a checklist so you review outcomes, not unreviewed rows.

Sample enrichment

Before and after, side by side

Illustrative sample only. Generic ecommerce attributes to show the shape of the work. Not a client case study.

Illustrative sample. Not a client deliverable.
Before Sparse listing
Title Blue jacket men L
Bullets
  • Nice jacket
  • Good quality
Category Clothes
Attributes Color: blue
Size: L
Material: (missing)
After Pilot-ready fields
Title Men's Waterproof Softshell Jacket, Navy, Size L
Bullets
  • Water-resistant softshell for daily commute and light outdoor use
  • Adjustable hood and hem for a secure fit in wind
  • Zippered hand pockets keep essentials accessible
  • Machine-washable shell; lined for layering comfort
Category Apparel > Outerwear > Men's Jackets
Attributes Color: Navy
Size: L
Material: Polyester softshell
Gender: Men
Season: All-season
Care: Machine wash cold

Quality gate

QA checklist on every pilot batch

Turnaround matters. So does what lands in your store. Each 50-SKU pilot is checked against a fixed list before we hand it back.

Schema completeness Required fields filled. No empty slots where your template expects a value.
Title and bullet style Matches your casing, length, and banned-phrase rules from the brief.
Category path sanity Mapped to your taxonomy. No orphan or duplicate category labels.
Attribute consistency Units, enums, and color names aligned across the batch.
Source fidelity Claims stay inside what the source images or supplier data support.
Spot rework loop Flagged rows fixed before final file delivery inside the 48h window.

Why Werkit

Managed delivery, not marketplace freelancers

We run the team, the tooling, and the quality checks. You get a working enrichment batch on a clear clock.

Since February 2020

US registered, with a delivery team in Africa. Six years of managed data work.

48 hours to a working team

From brief to a working team in 48 hours. Fast start for a fixed 50-SKU pilot.

Custom labeling tooling

We build custom labeling tooling, not just supply people. Median worker tenure of 15.5 months.

Next step

Start your 50-SKU pilot

Tell us about your catalog so Werkit, Inc. can reply with scope questions and a quote. We collect your name, work email, store URL, and notes only to respond to this request. You can also write to [email protected].

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No price on this page by design. Quote follows your schema and SKU mix.