Is there a good app for track grocery spending and prices?
Too Expensive: 62 apps already serve this, and 11 data points mined from real user reviews across 2 sources show where they fall short. The job is solved but priced beyond a segment. Undercut with a cheaper tier.
Data refreshed July 20, 2026 · scores recompute weekly as new reviews are mined, so re-check before you build.
What users complain about
The most common complaints behind apps that try to track grocery spending and prices, mined and clustered from real reviews:
| Complaint area | Type | Mentions | What a user said |
|---|---|---|---|
| no pantry inventory tracking | missing-feature | 2 | I do wish there was a section to log my “pantry”, so I can know what I already have at home |
| purchase-location tracking for price comparison | missing-feature | 1 | if it allowed me to show where I got things, so much the better! Then I could price compare over time |
| macro tracking with food entries | missing-feature | 1 | I thought it would track macros but it doesn't |
| no pantry quantity tracking | missing-feature | 1 | lacks certin features like how to you tel it you just used the last of an item or how much of an item you have |
| no savings vs groceries | price | 1 | the amount of what it would cost to order them literally online and get the groceries |
| groceries are expensive | missing-feature | 1 | a pretty dang good selection of grocery items, although they’re very expensive |
| high grocery prices and fees | price | 1 | Half the Food for the same Price |
| multi-store spending calculation | missing-feature | 1 | I wanted an app that allows shopping at different stores that also calculates spending |
| regular vs sale price tracking | missing-feature | 1 | Regular price and sales price |
| calorie tracking moved behind expensive subscription | price | 1 | now you have to pay ≈$200 every 3 months to use the program |
Apps that already serve this
| App | Rating | Ratings | Price |
|---|---|---|---|
| My Inventory – Home Tracker | 4.3 | 71 | $2.99 |
| Our Groceries Shopping List | 4.8 | 83,873 | Free |
| Pantry Check - Grocery List | 4.5 | 1,551 | Free |
| DaTrack: Daily Expense Tracker | 4.7 | 147 | Free |
| Purchases List | 4.7 | 3 | $0.99 |
| Jot Shopping List | 0.0 | 0 | $1.79 |
| AnyList: Grocery Shopping List | 4.9 | 79,322 | Free |
| Best Before - Food Tracker | 3.0 | 2 | $0.99 |
Should you build it?
The job is solved but priced beyond a segment. Undercut with a cheaper tier. Opportunity here scores 31 out of 100 — a function of demand, how crowded the field is, and how badly the existing apps perform. Use the live map to compare it against adjacent tasks.
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