| Core Identity |
| Developer | Crumbl, LLC | Dutch Bros., llc | Chick-fil-A, Inc. | Dunkin' Donuts | Starbucks Coffee Company | Jersey Mike's Franchise Systems, Inc. | McDonald's USA | Too Good To Go |
| Category | Food & Drink | Food & Drink | Food & Drink | Food & Drink | Food & Drink | Food & Drink | Food & Drink | Food & Drink |
| Platform | Android, iOS | Android, iOS | Android, iOS | iOS, Android | iOS, Android | Android, iOS | iOS, Android | iOS, Android |
| Store Metrics |
| Rating | 0.0 / 5 | 4.9 / 5 | 4.9 / 5 | 4.8 / 5 | 4.9 / 5 | 4.9 / 5 | 4.8 / 5 | 4.9 / 5 |
| Ratings Count | 0 | 858,107 | 3,994,799 | 1,310,920 | 7,918,242 | 1,112,047 | 7,712,086 | 532,552 |
| Price | Free | Free | Free | Free | Free | Free | Free | Free |
| Release Date | Jan 22, 2024 | Jan 26, 2021 | Dec 16, 2011 | Nov 17, 2015 | Sep 23, 2009 | Oct 20, 2013 | Oct 25, 2014 | Dec 8, 2015 |
| Last Updated | Apr 18, 2024 | Apr 6, 2026 | Apr 24, 2026 | Apr 15, 2026 | May 11, 2026 | Mar 30, 2026 | May 13, 2026 | Jul 1, 2026 |
| Sentiment & Reviews |
| Sentiment | positive | positive | mixed | mixed | mixed | positive | negative | excellent |
| Score | 78/100 | 74/100 | 45/100 | 42/100 | 45/100 | 77/100 | 25/100 | 90/100 |
| Praises | - Mobile ordering functionality provides a convenient alternative to website navigation for frequent customers
| - Exceptional Customer Service
- Order Ahead Convenience
| - Mobile ordering and dedicated drive-thru lanes provide significant time savings for frequent customers
- Loyalty rewards program offers tangible value that encourages repeat visits during economic uncertainty
- Consistent service quality and professional staff interactions drive high satisfaction across multiple locations
| - Staff and Service Quality
- Product Satisfaction
| - Mobile ordering convenience allows users to bypass long lines and save time during busy mornings
| - Ease of Use
- Rewards Program
| - Mobile ordering and curbside pickup provide a convenient alternative to traditional drive-thru wait times
| |
| Complaints | - Authentication failures during the login process prevent users from accessing accounts or placing orders
| - Authentication and Login Failures
- Order Readiness Inconsistency
| - Post-update technical regressions prevent account access and cause persistent error messages during checkout
- Forced OS compatibility requirements alienate users with older devices who cannot perform the mandatory update
- Inaccurate wait time estimates and order fulfillment failures create friction during the pickup process
| - Payment and Ordering Errors
- Authentication Issues
| - Forced gift card reloading requirements create friction and feel predatory to users with small balances
| - Gift Card Integration
- Limited Customization Options
| - Infinite loading screens when attempting to update or change payment methods prevent successful transactions
| |
| Requests | - Restoration of specific menu sections like dessert lab and coming soon flavor previews
| - | - Integration with third-party delivery platforms like UberEats to provide more flexible ordering options
| - | - Pricing visibility on menu items should be provided before adding products to the digital cart
| - | - Native support for gift card integration would improve payment flexibility for users without credit cards
| - |
| Strategic Intel |
| Strengths | - Weekly-rotating menu creates artificial scarcity
- Open-concept kitchen justifies premium pricing
- Loyalty program forces repeat-purchase behavior
| - Exceptional iOS rating (4.93) with massive social proof (858k+ ratings)
- Unique gamification moat via Digital Stickers
- Proprietary Dutch Pass® payment ecosystem
| - Loyalty tiers drive repeat visit frequency
- Dedicated drive-thru lanes provide time-saving utility
- Catering interface captures high-value bulk transactions
| - Boosted Status loyalty tier (12 pts/$1) for high-frequency users
- Massive customization engine (14,000+ combinations)
- Flexible payment options (cash/credit/digital) for point earning
| - Tiered loyalty program gamification sustains high repeat-purchase frequency
- Deep customization engine creates a product-moat against simplified QSR competitors
| - Massive user base (1.1M+ iOS ratings) with high 4.92/5.0 sentiment
- Deeply integrated 'Mike's Way' brand-specific ordering UX
- Generous and straightforward Shore Points® loyalty value proposition
| - Loyalty rewards loop drives repeat purchase frequency
- Mobile-ahead ordering reduces physical wait times
| - High-frequency engagement loop driven by daily surplus inventory
- Strong brand identity centered on sustainability
- Low-cost acquisition via B2B retail partnerships
|
| Weaknesses | - Authentication failures prevent order completion
- Delivery checkout flow freezes
- Unreliable payment processing for gift cards
| - Recurring authentication and login failures (Medium frequency complaint)
- Order-ahead fulfillment lag (drinks not made until arrival)
- Lack of in-app receipt history
| - Login errors block account access post-update
- Forced OS upgrades alienate older device users
- Inaccurate wait-time estimates create pickup friction
| - Critical payment gateway failures (Apple Pay/Credit Card errors)
- Broken authentication flows (SMS/Password reset issues)
- Perceived rewards devaluation (points threshold increased to 600)
| - Forced gift card reloading creates high-friction barriers for low-balance users
- Lack of price transparency until checkout frustrates users
| - Inability to store or manage gift cards in-app (top user complaint)
- Lack of granular ingredient modifiers (light/extra) available in-store
- Slower update frequency compared to top-tier rivals like Subway
| - Payment gateway instability causes transaction failure
- Aggressive privacy tracking triggers user churn
| - Rigid pickup windows limit user flexibility
- Lack of real-time delivery tracking
- Reliance on retailer inventory accuracy
|
| Pricing | free | free | free | free | free | free | free | free |
| Momentum | Maintenance | Maintenance | Active | Active | Steady | Maintenance | Active | Maintenance |
| Update Cadence | 5 versions, ~186d avg | 4 versions, ~11d avg | 5 versions, ~4d avg | 2 versions, 2 majors/6mo, ~8d avg | 5 versions, ~8d avg | 4 versions, ~11d avg | 5 versions, ~12d avg | 5 versions, ~6d avg |
