| Core Identity |
| Developer | Anthem Ventures LLC | Sepia Software LLC | Lunaria Labs LTD | Dunkin' Donuts | Starbucks Coffee Company | Crumbl, LLC |
| Category | Food & Drink | Food & Drink | Food & Drink | Food & Drink | Food & Drink | Food & Drink |
| Platform | Android, iOS | iOS, Android | Android, iOS | iOS, Android | iOS, Android | Android, iOS |
| Store Metrics |
| Rating | 4.7 / 5 | 4.7 / 5 | 4.6 / 5 | 4.8 / 5 | 4.9 / 5 | 4.9 / 5 |
| Ratings Count | 15,264 | 11,740 | 3,873 | 1,310,920 | 7,918,242 | 5,485,025 |
| Price | Free | Free | Free | Free | Free | Free |
| Release Date | Feb 13, 2021 | Mar 20, 2014 | Feb 4, 2021 | Nov 17, 2015 | Sep 23, 2009 | Oct 6, 2018 |
| Last Updated | Feb 17, 2026 | Apr 2, 2026 | Oct 30, 2025 | Apr 15, 2026 | May 11, 2026 | Mar 30, 2026 |
| Sentiment & Reviews |
| Sentiment | negative | mixed | mixed | mixed | mixed | excellent |
| Score | 25/100 | 48/100 | 35/100 | 42/100 | 45/100 | 92/100 |
| Praises | - Loyalty rewards program provides tangible financial value for frequent coffee shop visitors
| - Ordering Convenience
- Staff and Service
| - Loyalty program rewards and personal cup incentives drive consistent daily usage for coffee drinkers
| - Staff and Service Quality
- Product Satisfaction
| - Mobile ordering convenience allows users to bypass long lines and save time during busy mornings
| - Ease of Use
- Product Quality
|
| Complaints | - Frequent application crashes during order placement prevent users from completing transactions
- Aggressive subscription paywalls for basic recipe information frustrate new users seeking secret menu content
| - AI/ChatGPT Integration
- Technical Reliability
| - Frequent application crashes during the order placement process disrupt the mobile checkout flow
| - Payment and Ordering Errors
- Authentication Issues
| - Forced gift card reloading requirements create friction and feel predatory to users with small balances
| - Ordering Limitations
- Technical Issues
|
| Requests | - Transparent pricing and menu access without mandatory weekly subscription fees
| - | - Restoration of granular drink customization options like light ice or specific milk ratios
| - | - Pricing visibility on menu items should be provided before adding products to the digital cart
| - |
| Strategic Intel |
| Strengths | - Barista-verified content reduces register friction
- Dynamic size adaptation ensures recipe success
- Weekly viral trend tracking maintains relevance
| - Barista Mode syntax optimization
- Large database of 200+ niche recipes
- Strong category ranking (#58 Grossing)
| - 450+ recipe database drives repeat discovery usage
- Integrated rewards program supports daily retail engagement
| - 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 rating volume (6M+) indicating high market penetration
- Weekly rotating menu drives high organic re-engagement
- Superior UX simplicity and ease of use
|
| Weaknesses | - Frequent crashes during order placement
- Aggressive subscription paywalls for basic content
- Persistent location service errors
| - Persistent login and 2FA reliability issues
- Negative user reaction to AI/ChatGPT integration
- Lack of visual social proof (drink photos)
| - Frequent checkout crashes in the latest release
- Location service failures block mobile order-ahead
| - 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
| - Rigid ordering quantities (cannot easily buy 2, 3, or 5 cookies in one order)
- Technical glitches in reward point tracking
- User friction regarding automatic tipping prompts
|
| Pricing | freemium | free | free | free | free | free |
| Momentum | Maintenance | Maintenance | Maintenance | Active | Steady | Maintenance |
| Update Cadence | 5 versions, ~43d avg | 5 versions, ~8d avg | 5 versions, 2 majors/6mo, ~207d avg | 2 versions, 2 majors/6mo, ~8d avg | 5 versions, ~8d avg | 5 versions, ~5d avg |
