Comparison

ShelfLife vs FridgePal — Which Food Tracker Actually Works?

FridgePal is shut down. The app is gone from the stores. ShelfLife is local-first, works offline, and scans receipts for everything — including the produce FridgePal's barcode DB could never see.

The most important fact

FridgePal no longer exists. It was removed from the App Store and Google Play. If you have it installed, it won't sync, won't update, and the cloud backend is gone. Your data is trapped on your device.

Feature comparison

ShelfLife vs FridgePal — feature by feature

Feature	ShelfLife	FridgePal
App status	✅ Active, in TestFlight, launching soon	❌ Shut down, removed from stores
Entry method	Receipt scan (OCR + AI) — 3 sec	Barcode scan only
Produce tracking	✅ Receipt OCR reads all produce	❌ Impossible (no barcodes)
Store brands / bulk items	✅ Receipt OCR catches all	❌ DB misses most
Expiry dates	Multi-provider AI cascade with automatic failover	Generic presets from limited DB
Offline mode	✅ Full offline (local-first + USDA fallback)	❌ Cloud-dependent (now dead)
Recipe matching	✅ Smart suggestions	❌ No
Rescue mode	✅ Pro: emergency recipes, freezer saves	❌ No
Data portability	✅ Export CSV/JSON anytime, free plan too	❌ Trapped in dead app

The barcode problem FridgePal never solved

FridgePal relied entirely on a barcode database. This works for branded packages (Chobani yogurt, Tyson chicken). It fails completely for:

• Produce — apples, spinach, avocados, onions (no barcodes)
• Store brands — Kirkland, Great Value, 365, Simple Truth (often not in DB)
• Bulk — nuts, grains, spices from bins
• Deli / bakery / meat counter — hand-written or generic labels
• Farmers market — no packaging at all

That's 40-60% of a typical grocery trip. FridgePal users had to manually enter half their shop. Most gave up.

ShelfLife's approach: Receipt OCR

Every grocery store prints a receipt. Every receipt lists every item. ShelfLife reads the receipt — OCR gets the text, AI cleans it, the AI cascade assigns expiry dates. Works on everything the receipt shows.

No barcode database to maintain. No gaps. No manual entry.

What Reddit says about FridgePal

On r/foodtracking and r/mealprep: "FridgePal is dead, what do I use now?" "Switched to ShelfLife because it actually sees my produce." "Barcode apps are useless for real grocery shops." The conversation moved on years ago.