CozZo Is Gone: How to Migrate Your Pantry Data
If you used CozZo to track your pantry, you already know: it's gone. The app was removed from both app stores in 2025, and the servers are no longer running. For users who relied on it, that meant losing their entire inventory history overnight.
This guide covers how to move to Visual Inventory and rebuild your tracking without starting completely from scratch.
What CozZo Did Well
CozZo was popular for a reason. It had solid barcode scanning, a clean interface, and basic expiration tracking. If you liked CozZo, you were doing the right thing — tracking your food to reduce waste. The tool is gone, but the habit is valuable.
Option 1: Fresh Start with AI Scanning
The fastest way to rebuild your inventory is to photograph your shelves. Visual Inventory uses AI to identify items from photos — one photo per shelf, about 30 seconds of processing. For a typical pantry with 4-6 shelves, you can have your full inventory rebuilt in under 5 minutes.
Steps:
- •Sign up at visualinventory.ai (free, no credit card)
- •Tap the scan button on your dashboard
- •Photograph each shelf, one at a time
- •Review the AI results — confirm, edit, or reject items
- •Add expiration dates for items where visible
Tip: For best results, scan one shelf at a time rather than the entire pantry in one shot. Shelf-by-shelf scanning achieves 75-85% accuracy vs 45-50% for cluttered all-at-once shots.
Option 2: CSV Import
If you exported data from CozZo before it shut down (CSV or spreadsheet), you can import it directly. Go to Settings → Import Data and upload your file. The importer maps common column names automatically: item name, quantity, expiration date, category, and storage location.
If your columns don't match exactly, the importer will show you a mapping preview so you can confirm before anything is created.
What's Different from CozZo
Visual Inventory isn't a CozZo clone — it's built differently. Here's what you'll notice:
- •AI photo scanning — photograph shelves instead of scanning barcodes one by one
- •Recipe suggestions — when items are expiring, get recipe ideas that use them up
- •Family sharing — up to 5 household members on the Family plan
- •Shopping lists — connected to your inventory, auto-generated from low stock
- •Preparedness tracking — FIFO rotation, gap analysis, seasonal consumption predictions
- •Voice input — say what you bought and it's added to your inventory
What CozZo Had That We Don't
Being honest: CozZo had a few things we don't replicate exactly. Their barcode database was extensive for European products. Our barcode scanning works but is stronger on North American UPCs. CozZo also had a very minimal, focused interface — just barcode scanning and expiration tracking. Visual Inventory does more, which means slightly more complexity.
Pricing Comparison
CozZo was free. Visual Inventory has a free tier (unlimited manual entry, 5 AI scans/month) and paid plans starting at $4.99/month for Pro. The free tier is enough if you primarily use barcode scanning and manual entry. AI photo scanning — the feature that makes inventory tracking actually fast — is where the paid tiers add value.
For a detailed feature comparison, see our CozZo Alternative page.
The Bigger Lesson
CozZo's shutdown is a reminder that any app can disappear. Visual Inventory supports full data export (Settings → Export Data) so you always own your data. If we ever go away, you take everything with you.
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