Features Users Want Most in Refrigerator Score Apps

"I don't have CC on me and they advertise this app on their vending machine. So I thought ok I'll just download the app and pay thru the app…. NOPE. NO wireless pay NO cash pay NO mobile pay"

"Why have the option to order by mobile and then say mobile ordering is not available. Also, why don't these fridges have Apple Pay? Lame."

"I ordered a chia pudding item from this company that was past its due date and spoiled, and emailed for a refund that I NEVER received. Why do I have to email for a refund in the first place? A refund option should be available WITHIN the app."

"The vending machine charged me even though I didn't get my food at all. Very upset about this experience:("

"I hope you guys can bring back the deliveries someday. I don't live near a fridge and it's not convenient to travel so far just for a vending machine. A few years ago, I would order a box frequently and it was so helpful for meal prepping and portion"

"I was happy to see nutritional information in the app however it's the same information for all items. They seem to use one nutritional information page. There aren't any ingredients for the items either."

"No easy access to run a report"

Build a reliability-first smart vending app with guaranteed transaction completion

71% of complaints are technical failures. A competitor that simply works reliably would capture massive market share from frustrated Farmer's Fridge users who love the concept but hate the execution.

Implement Apple Pay/Google Pay and card-on-file with one-tap checkout

Users at airports, hospitals, and workplaces often don't carry physical cards. Mobile wallet support is table stakes for modern vending—competitors lacking this lose sales daily.

Build automated refund system triggered by failed pickup codes or machine errors

Users getting charged without receiving food creates extreme frustration and churn. Automated refunds within 5 minutes of failed pickup would differentiate and build trust.

Create offline-capable QR code system for pickup that doesn't depend on real-time API calls

Pickup code failures account for 13% of complaints. Generate time-limited QR codes locally after payment confirmation so users can retrieve items even if network/API is down.

Add expiration date scanning and automatic pricing discounts for items near expiry

Users receiving expired $10 salads destroys trust. Computer vision to verify dates + dynamic pricing (50% off items expiring today) turns a weakness into a feature and reduces waste.