Service 03

We build your products the right way.

Send us your vendor data and we handle everything, mapping fields to your store schema, merging variants into clean parent products, processing images to spec, writing QA-checked descriptions, and publishing as drafts for your review. Done right, every time.

Flat file rows → single parent product
KL-4521-BKAlto Pendant · Matte Black · standalone rowDuplicate
KL-4521-WHAlto Pendant · White · standalone rowDuplicate
KL-4521-GDAlto Pendant · Gold · standalone rowDuplicate
KL-4521-NKAlto Pendant · Nickel · standalone rowDuplicate
KL-4521-BZAlto Pendant · Bronze · standalone rowDuplicate
↓ We consolidate
Kuzco Alto Pendant (KL-4521)
Matte BlackWhiteGoldNickelBronze
1 product · 5 variants · fully attributed · store-ready
The problem
"A vendor just sent a new collection, 300 rows where every finish is its own line, images that need cropping, half the descriptions two words long. Now it's a month of work before any of it is live, and the competition already has it up."
With blini.ai

Send us the files. We consolidate the variants, build every product properly, process the images, write the descriptions, QA everything, and publish, complete and correct, in a fraction of the time. New collections go live the way they should.

AI-ready product content

We write content built for how people search today.

Raw vendor data is built for internal use: truncated descriptions, abbreviated codes, missing attributes. It doesn't convert and it doesn't rank. We rewrite and structure every product so it performs for traditional search, AI-powered discovery, and LLM-based shopping tools.

Before (vendor)
After (we publish)
Title
HF 1092 sconce bb
Hubbardton Forge Brindille Wall Sconce, Bronze
Finish
BB
Oil Rubbed Bronze
Copy
Wall sconce. 1 bulb.
Handcrafted forged-steel sconce with a warm ambient glow, ideal for hallways and bedrooms.
Tags
none
Wall Sconce, Bedroom, Hallway, Traditional, Bronze
What we do

From raw files to live products.

End-to-end product builds

From raw vendor data to a fully attributed product, we map, structure, and QA every field before anything is published.

Variant consolidation

We group flat vendor rows by parent SKU and build them into properly structured products, eliminating catalog bloat.

Image processing

We crop, resize, and process every image to your exact specifications: consistent dimensions, formats, and naming.

AI-optimized descriptions

We write descriptions structured for semantic search and AI discovery, not just keywords for traditional crawlers.

Full QA before publish

Every product passes a structured checklist for data completeness, image quality, and pricing accuracy before it goes live.

Published to draft

We push finished products straight into your store as drafts, on your platform, for your review. Nothing goes live without you.

How we work

Messy files in. Clean products out.

1

You send us the vendor data

Share the raw files, CSVs, spreadsheets, PDFs. We assess the structure and handle all cleaning and preparation on our end.

2

We consolidate and map

Flat rows are grouped into parent products. Every field is mapped to your store's schema: titles, SKUs, variants, pricing, attributes.

3

We process images and write content

Images are cropped and resized to spec. We write complete, AI-optimized descriptions and assign all tags, categories, and attributes.

4

We QA every product

Every product passes a full quality review. No incomplete records, no missing images, no pricing errors go live.

5

We publish and report

Approved products go live on your store. You receive a completion report with every product's URL, variant count, and image set.

Deliverables

What you get.

Published products with consolidated variants
AI-optimized product descriptions
Processed image sets
Upload completion report

Got a collection sitting in your inbox?

Send us a raw vendor file and we'll build a sample, consolidated, enriched, and pushed to draft, on your own store.