Is there a good app for track what's in my pantry?
The right features exist but the execution is buggy, dated, or painful. Out-execute it.
25
Opportunity /100
39
Demand /100
53
Competition /100
65
Execution gap /100
4
Apps serving it
3
Mined complaints
What users complain about
The most common complaints behind apps that try to track what's in my pantry, mined and clustered from real reviews:
| Complaint area | Type | Mentions | What a user said |
|---|---|---|---|
| removed pantry items still go to cart | bug | 1 | when removing pantry items from the grocery list they still go to the cart in Walmart |
| infrequently used foods disappear from my foods | bug | 1 | if you enter a food and don't use it often enough it eventually disappears from 'my foods' |
| food tracking too much work | ux | 1 | SO MUCH WORK. To track food |
Apps that already serve this
| App | Rating | Ratings | Price |
|---|---|---|---|
| Noom Weight Loss, Food Tracker | 4.7★ | 865,829 | Free |
| Habit Tracker | 4.8★ | 141,826 | Free |
| Lose It! – Calorie Counter | 4.8★ | 758,188 | Free |
| Finch: Self-Care Pet | 4.9★ | 708,959 | Free |
Should you build it?
The right features exist but the execution is buggy, dated, or painful. Out-execute it. Opportunity here scores 25 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.
Related software gaps
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- Track sleep quality — Prime Gap, opportunity 97/100