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Food and Drink apps: what reviewers complain about

OneStar has 8 public reports on 8 food and drink apps, and the report shown for each app read 18,311 reviews in all. The most common top complaint is Crashes and bugs, tied with Service behind the app, each leading for 4 of the 8 apps. McDonald's has the highest complain share: 92% of the reviewers its report read name a problem, and Crashes and bugs makes up 49% of those complaints. Chick-fil-A has the lowest, at 43%. Over the last 30 days of each report, the average star rating fell for 4 and rose for 4 of the 8 apps with enough recent reviews to compare; it fell furthest for Chick-fil-A, down 0.14 to 3.78 stars. The newest report was updated on November 1, 2026.

8 apps, most complained firstMore filters in the gallery
Grubhub: Food DeliveryGrubHub Inc · App Store + Play
By OneStar

DoorDash vs Uber Eats vs Grubhub: where orders go wrong

Natural mix · last year · 2,278 reviews · refreshed weeklyNatural mix · last year · 2,278 · weekly

Top praise: great service or staff, then good value or free. Top complaint: service behind the app (55% of complaints, mentioned in 59%), then pricing and fees.

Service behind the app55%

Watch out for service behind the app: raised in 44% of written reviews, store score 4.7.

Rating, 30 days 2.41 −0.02Updated Oct 25

Head to head: DoorDash vs Uber Eats vs Grubhub

McDonald'sMcDonalds USA LLC · App Store + Play
By OneStar

What people complain about and love in 2026

Natural mix · last year · 2,107 reviews · refreshed weeklyNatural mix · last year · 2,107 · weekly

Top praise: good value or free, then great service or staff. Top complaint: crashes and bugs (49% of complaints, mentioned in 53%), then login and account.

Crashes and bugs49%

Watch out for crashes and bugs: raised in 48% of written reviews, store score 4.7.

Rating, 30 days 1.78 −0.08Updated Oct 22
Instacart: Groceries & FoodMaplebear Inc · App Store + Play
By OneStar

What people complain about and love in 2026

Natural mix · last year · 2,282 reviews · refreshed weeklyNatural mix · last year · 2,282 · weekly

Top praise: great service or staff, then easy to use. Top complaint: service behind the app (47% of complaints, mentioned in 51%), then pricing and fees.

Service behind the app47%

Watch out for service behind the app: raised in 29% of written reviews, store score 4.8.

Rating, 30 days 3.13 −0.06Updated Oct 27
Uber Eats: Food & GroceriesUber Technologies, Inc. · App Store + Play
By OneStar

DoorDash vs Uber Eats vs Grubhub: where orders go wrong

Natural mix · last year · 3,000 reviews · refreshed weeklyNatural mix · last year · 3,000 · weekly

Top praise: great service or staff, then easy to use. Top complaint: service behind the app (40% of complaints, mentioned in 44%), then charges and refunds.

Service behind the app40%

Watch out for service behind the app: raised in 33% of written reviews, store score 4.7.

Rating, 30 days 2.43 +0.02Updated Oct 25

Head to head: DoorDash vs Uber Eats vs Grubhub

DoorDash: Food, Grocery, MoreDoorDash, Inc. · App Store + Play
By OneStar

DoorDash vs Uber Eats vs Grubhub: where orders go wrong

Natural mix · last year · 3,000 reviews · refreshed weeklyNatural mix · last year · 3,000 · weekly

Top praise: great service or staff, then easy to use. Top complaint: service behind the app (38% of complaints, mentioned in 42%), then pricing and fees.

Service behind the app38%

Watch out for service behind the app: raised in 28% of written reviews, store score 4.8.

Rating, 30 days 2.90 +0.30Updated Oct 25

Head to head: DoorDash vs Uber Eats vs Grubhub

Domino's Pizza USADomino's Pizza LLC · App Store + Play
By OneStar

What people complain about and love in 2026

Natural mix · last year · 1,625 reviews · refreshed weeklyNatural mix · last year · 1,625 · weekly

Top praise: easy to use, then great service or staff. Top complaint: crashes and bugs (38% of complaints, mentioned in 41%), then service behind the app.

Crashes and bugs38%

Watch out for crashes and bugs: raised in 22% of written reviews, store score 4.7.

Rating, 30 days 1.90 +0.20Updated Oct 22
Chick-fil-AChick-fil-A, Inc. · App Store + Play
By OneStar

What people complain about and love in 2026

Natural mix · last year · 1,763 reviews · refreshed weeklyNatural mix · last year · 1,763 · weekly

Top praise: great service or staff, then easy to use. Top complaint: crashes and bugs (29% of complaints, mentioned in 32%), then login and account.

Crashes and bugs29%

Watch out for crashes and bugs: raised in 14% of written reviews, store score 4.9.

Rating, 30 days 3.78 −0.14Updated Nov 1
StarbucksStarbucks Coffee Company · App Store + Play
By OneStar

What people complain about and love in 2026

Natural mix · last year · 2,256 reviews · refreshed weeklyNatural mix · last year · 2,256 · weekly

Top praise: easy to use, then great service or staff. Top complaint: crashes and bugs (23% of complaints, mentioned in 25%), then missing feature.

Crashes and bugs23%

Watch out for crashes and bugs: raised in 12% of written reviews, store score 4.9.

Rating, 30 days 3.85 +0.26Updated Oct 27