Stop wasting days on supplier CSVs. Join the free pilot for Shopify agencies.

AI-assisted mapping, enrichment, and QA turn messy vendor files into Shopify-ready CSVs. Book a 20-min fit call to get access.

See 60-sec demo

Invite-only pilot. After the call: pilot access + 20k rows/week.

BEFORE: Messy supplier CSV

SKU	Name	Capacity	Dimensions
ESP-001	Espresso Machine Professional	2L water tank	35×40×45
GRN-002	Coffee Grinder	500g	15cm × 25cm × 30cm
FRT-003	Milk Frother	350 ml	8 × 8 × 20 inches
BRW-004	Cold Brew Maker	1.5 liters	diameter 12cm height 28cm

AFTER: Shopify-ready CSV

Units normalizedMetafields JSONSEO written

Title	Handle	Capacity (ml)	Dimensions (JSON)	QA
Professional Espresso Machine – 2L Stainless Steel	professional-espresso-machine-2l	2000	{"width":35,"height":40,"depth":45,"unit":"cm"}	✅ 0.92
Premium Coffee Grinder – 500g Capacity	premium-coffee-grinder-500g	500	{"width":15,"height":25,"depth":30,"unit":"cm"}	✅ 0.88
Automatic Milk Frother – 350ml Stainless Steel	automatic-milk-frother-350ml	350	{"width":20,"height":20,"depth":51,"unit":"cm"}	⚠️ 0.63
Cold Brew Maker – 1.5L Glass Carafe	cold-brew-coffee-maker-1500ml	1500	{"width":12,"height":28,"depth":12,"unit":"cm"}	✅ 0.91

Export includes QA flags + confidence per inferred field. Typical: ~20k rows in ~30–60 min; ~10–20% flagged for review.

What You Get

✓

Cut manual cleanup (≈80%)

We flag uncertain inferences with confidence, so you only eyeball edge cases.

✓

Normalize units & dimensions

L ↔ ml unified; "35×40×45 cm" → JSON format with width, height, depth, unit.

✓

Enrich missing fields automatically

Infer capacity, titles/handles, variant options from multiple source columns.

✓

Reusable vendor mappings

Save a mapping per supplier—next file needs minimal tweaks.

✓

Shopify-native + custom metafields

Export Shopify CSV and add up to 10 metafields (text, integer, JSON).

✓

Pilot throughput & control

Up to 20k rows/week during pilot. Delete files anytime from the dashboard.

Accuracy and time savings depend on source data and prompts. Humans should sense-check flagged rows before export.

What You Get Today & What’s Coming Next

✓ Works Today

•Unit normalization
•Dimensions → JSON
•Capacity inference
•Title/handle generation
•HTML body cleanup
•Mapping reuse

⏳ Not Yet

•Automations/scheduling
•SFTP fetch
•In-app exception UI

Limits: 20k rows/week · up to 10 metafields/product · 15 MB/file

How Enrichment Works

🔄

Combine Multiple Sources

Pull data from various columns to create complete information

📋

Format & Structure

Apply consistent formats and pick lists for clean outputs

💡

Guide with Templates

Use proven prompts and examples for accurate results

✨ Prompt templates included • Complex catalogs may need fine-tuning

The Process

Book

20-min fit call (goals, vendors, sample file)

Access

Enable pilot; upload; prompt templates provided

Export

Shopify CSV + QA flags; 15-min review together

Processed on AWS. No store install. Delete files anytime from the dashboard. Pilot is free — no credit card, no auto-billing.

Current limits: 20k rows/week · up to 10 metafields/product · 15 MB/file.

Common Questions

Depends on source quality; we flag uncertain rows so humans focus where it matters.

Yes — we supply proven prompt templates; complexity ↑ means more guidance.

We export native Shopify CSV today; Matrixify template is planned post-pilot.

Often works; we'll test your sample in the pilot.

We enable your pilot account and walk you through a first file.

Ready to save hours on every supplier file?

Join the pilot program and transform your CSV workflow today.

20-minute call • Free pilot access • 20k rows/week included

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Join the free pilot for Shopify agencies