Upload & Detection

Step 1 of 8 · Ingest raw product catalog
VINS AI: Mock
Upload Center

Bring in your product catalog

Drop a file to run the File Intelligence Layer — validation, encoding, header, duplicate and platform detection all happen automatically.

Drag & drop your catalog here
or click to browse — we detect the schema for you
CSVXLSXJSONXML
Target platform
Auto-detect is recommended.
AI Schema Mapping

Your columns → the canonical model

VINS AI reads each source header and its sample values, then maps it to the internal standard model with a confidence score. Adjust any mapping inline.

Input columnAI understandingCanonical fieldConfidence
0 columns mapped to canonical model
Product Quality Audit Engine

Analyze before you improve

Every product is scored across eight categories so you know exactly what to fix before enrichment runs.

0/ 100
Overall score
90–100 Excellent 80–89 Good 70–79 Needs work 60–69 Poor <60 Critical
Low scores in Description, SEO & GEO — enrichment will target these.
AI Enrichment & Write-back

Enrich the whole catalog

Choose exactly which fields to fill, then write them back into your original Shopify columns. Identity fields like SKU and barcode are never generated — only content is. Nothing in the header changes; only empty cells get populated.

Enrich your products
Pick which columns to allow below. Only the fields you enable will be written back.
Mode
Fields to enrich
Choose fields above, then run enrichment.
SEO & GEO / AI Search Engine

Rank on Google — and answer engines

Classic SEO for search engines, plus GEO (Generative Engine Optimization) so your products are quotable by AI assistants and answer engines.

SEO Engine
GEO / AI Search Engine
Schema.org structured data attached to the canonical record.
Source & Confidence Layer

Trust & transparency for every claim

Each attribute is tagged with where it came from and a confidence score, then classified. Hallucination checks flag anything unsupported for human review.

InformationValueSourceConfidenceStatus
Status classification: VerifiedAI Inferred AI GeneratedMissingConflict
0 item(s) flagged for human review.
Human Review Dashboard

Approve, edit or reject AI suggestions

The human stays in control. Review the AI-suggested master against the original, field by field.

Original score—
AI-suggested score—
Fields improved—
Flagged—
0 field(s) approved into the master.
Final Product Master & Export Engine

One canonical record, every channel

The enriched, validated master exports cleanly to each connected platform — plus generic CSV/JSON for anything else.

Export to
Canonical product master
Run History

Catalogs you've processed

Every completed enrichment run is kept here on this device — its source platform, score before and after, and exactly what was written back. Runs are never overwritten.