Grounded catalog enrichment

Turn any product catalog into data every channel trusts.

VINS AI scores your catalog across eight quality dimensions, enriches what's thin with grounded AI, and exports a clean master to every store — without ever inventing a fact.

Works with Shopify, Zoho Commerce, BigCommerce, WooCommerce, and any CSV.

Quality scorecard source: shopify
83/ 100
Overall score
5483
after one grounded enrichment pass
Basic info100
Description85
SEO100
GEO / AI86
Images97
Attributes40
weight — needs your ERP SKU — needs your ERP
Reads and writes your stack S Shopify Z Zoho Commerce B BigCommerce W WooCommerce C Any CSV
How it works

From a raw export to a channel-ready master in four moves.

Step 1

Import any catalog

Drop in a Shopify, Zoho, BigCommerce, WooCommerce or plain CSV export. VINS AI detects the platform and normalizes it into one canonical shape.

Step 2

Audit the quality

Every product is scored across eight dimensions — basic info, description, attributes, SEO, images, GEO, accuracy and conversion readiness.

Step 3

Enrich, grounded

Fill what's empty and improve what's weak — titles, descriptions, SEO, attributes — using only facts already in the product. Set a quality floor and it targets it.

Step 4

Review and export

Approve changes in human review, then export a clean master to every connected platform — plus a canonical JSON for anything else.

What it does

Enrichment you can defend to a merchandiser.

Every value written back is either a fact the product already held or a clearly-flagged gap for your team. Nothing is guessed into your storefront.

Set a quality floor and hit it

Pick a target from 50 to 95%. VINS AI pushes every fixable category to that mark for each product, and honestly flags the ones that need data only you have.

Fill and improve

Write into empty columns, or rewrite thin and over-hyped copy — your choice, per field.

SEO & GEO ready

Search titles, meta and AI-search answers built from the product's own words.

Human review

Rewrites of existing copy route to an approve, edit or reject step before anything ships.

One master, every channel

Export platform-native files for each store from a single canonical record.

The grounding promise

It never invents your data.

Prices, SKUs, weights and barcodes are facts only your systems hold. VINS AI restates and reshapes what a product already has — and where a fact is missing, it tells you exactly which one to add instead of making one up.

Derived, not dreamt. Colour, material, type and category come from the product's own title, body and tags.
Gaps get flagged. Missing price, image, SKU or weight is surfaced for your ERP — never fabricated to pad a score.
Claims stay honest. Unprovable superlatives are stripped, and the core facts of a rewrite are preserved.
Written back · one product
SEO titlegenerated
Descriptiongenerated
Attributes (colour, material)derived
Product type & categoryinferred
Variant SKUflagged for you
Weightflagged for you

Score your catalog in the next five minutes.

Upload an export, watch it audit, and enrich it in place. No setup, no data leaves your hands unaccounted for.

Open the app