Service 04

We bring your entire catalog into alignment.

Inconsistent finishes, missing room tags, unmapped styles, misspellings, and taxonomy gaps are silently costing you search traffic and sales. We audit your entire catalog and correct it, every attribute, every field, every product, so your store works the way it should.

Missing fields → corrected catalog
Product
Finish
Room
Style
Kuzco Lighting
Alto Pendant
Oil Rubbed Bronze
Dining Room
Modern
Maxim
Brooklyn Floor Lamp
Matte Black
Living Room
Contemporary
Global Views
Orb Side Table
Polished Nickel
Living Room
Transitional
Currey & Co.
Dunmore Chandelier
Antique Gold
Dining Room
Traditional
→ We fill every missing field against your taxonomy
The problem
"Our finish filter shows 'Oil Rubbed Bronze', 'Oil-Rubbed Brz', 'ORB', and 'Dark Bronze' as four separate options, all the same finish from different vendors. Our room tags are inconsistent, half our products aren't in the right collections, and we don't even know the full extent of it."
With blini.ai

We go through your entire catalog and make it consistent. One finish name, one taxonomy, every product in the right room and style. Your filters work, your collections make sense, and your customers can actually find what they're looking for instead of giving up and leaving.

What we do

One taxonomy, across every brand.

Tag & room enrichment

We apply missing room tags and fully enrich products with no tags at all, so everything surfaces in the right collections and facets.

Finish & color normalization

We translate raw vendor shortcodes like "BLK" or "Oil-Rubbed Brnz" into your standardized taxonomy for consistent filtering.

Style classification

We classify every product against your style taxonomy, Modern, Transitional, Industrial, Traditional, Coastal, for coherent collections.

Spelling & copy corrections

We correct typos, inconsistent capitalization, and non-standard naming across titles, descriptions, and attribute values.

Taxonomy alignment

We verify and correct product types, categories, and attributes against standard taxonomy for compliance and discoverability.

Full before & after report

We document every change, organized by brand and field type, so you have complete visibility into what was corrected and why.

How we work

A catalog-wide pass, not spot fixes.

1

We audit your full catalog

We scan every product and surface all inconsistencies, missing fields, non-standard values, taxonomy gaps, and copy errors before any corrections begin.

2

We normalize finishes, colors and styles

Every raw vendor value is mapped to your standardized taxonomy so filters, facets, and collections behave consistently across all brands.

3

We enrich tags and rooms

Missing room and product tags are applied by category. Fully untagged products are enriched from scratch against your tagging schema.

4

We fix copy and align attributes

Product types, categories, and attributes are corrected to taxonomy standards, and every detected typo and inconsistency is fixed catalog-wide.

5

We deliver the enrichment report

A full before-and-after log documents every change we made, organized by brand and correction category, for your records.

Deliverables

What you get.

Fully corrected and enriched catalog
Standardized finish and color taxonomy
Aligned, compliant attributes
Before and after audit report

Ready to make your filters work?

Give us store access and we'll audit a slice of your catalog, then show you the before and after on your own data.