84
BU Score
Excellent
Starbucks
✍️ bumetric analysis
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Starbucks is an Android app from Starbucks Coffee Company, currently rated 4.8★ across 1,523,073 ratings. Initial signal reads as mostly critical sentiment so far: users flag rough edges and unmet expectations.
Our BU Score puts it at 84: Excellent (strong product-market fit). For an app like this, that means strong product-market fit.
Track changes month-over-month in the Performance section below: live snapshot history and revenue forecast included.
📊 Performance Tracking LIVE
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Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
Range:
💰 Forecast Revenue / mo
MODELRevenue forecast computed from BU's 234 trigger model on each snapshot. Calibrated against ground-truth from 58 verified-revenue apps.
🔬Forecast Breakdown — Why This Estimate?Top 3 of 3 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| High install base (1,523,073 ratings)METRIC | +$12,000 | |
| Excellent rating (4.8★)METRIC | +$2,200 | |
| Ad-supported / freemiumMETRIC | +$600 |
METRIC = structural app data · REVIEW = mined from user reviews · ✓ VERIFIED = Stripe-verified anchor (TrustMRR)
📈 Reviews Growth
LIVECumulative review count from first BU snapshot. Each point = a tracked update.
⭐ Rating Trend
LIVEAverage rating evolution. Updates with each new review batch.
App Specs
🔐 Own this app? Claim & verify MRR →🔖 v6.121🔄 updated 3w ago💰 Free
📝 About this app
Ordering ahead is just a download away. Get the Starbucks® app for an easier way to enjoy your favorites and discover Rewards in every sip as a member.
ORDER SEAMLESSLY
• Order in the app when you’re on your way
• Customize and create your perfect drink
• Save your favorite stores
• View past orders & save custom drinks
• Save payment methods and scan to pay in stores
• Tip your barista for your delicious drink
JOIN STARBUCKS® REWARDS
• Earn Stars to use on free food & drinks
• Start at Green status & level up to Gold or Reserve for exclusive benefits… View full description on the official store →
ORDER SEAMLESSLY
• Order in the app when you’re on your way
• Customize and create your perfect drink
• Save your favorite stores
• View past orders & save custom drinks
• Save payment methods and scan to pay in stores
• Tip your barista for your delicious drink
JOIN STARBUCKS® REWARDS
• Earn Stars to use on free food & drinks
• Start at Green status & level up to Gold or Reserve for exclusive benefits… View full description on the official store →
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Starbucks
- Developer
- Starbucks Coffee Company
- Bundle ID
- com.starbucks.mobilecard
- App Store URL
- Not found
- Category
- Not found
- Content rating
- Not found
- Languages
- Not found
Company
- Website
- Not found
- Tagline
- Not found
- Description
- Not found
- Founded
- Not found
- HQ / Address
- Not found
- Employees
- Not found
- Logo
- Not found
Revenue
- Verified revenue / mo
- Not found
- AI revenue estimate / mo
- $15.0MAI medium
- AI annual estimate
- $180.0M/yr
- ML model estimate / mo
- $5.9K/mo
- Top-grossing rank
- Not found
- All-time revenue
- Not found
- Pricing
- Not found
Founder
- Name
- Not found
- X / Twitter
- Not found
- Not found
- GitHub
- Not found
- X followers
- Not found
- Public statements
- Not found
Funding
- Total raised
- Not found
- Last round
- Not found
- Investors
- Not found
- Crunchbase
- Not found
- AngelList
- Not found
Press & Links
- Articles found
- Not found
- Listed on
- Not found
- Blog
- Not found
- Press / News
- Not found
Contacts & Socials
- Socials
- Not found
- Not found
- Phone
- Not found
- Contact page
- Not found
- About page
- Not found
✨AI Revenue EstimateCONFIDENCE: MEDIUM
The Starbucks Android app's direct revenue is primarily derived from unspent gift card and app money. A consumer protection coalition claims Starbucks has gained nearly $900 million in unspent funds over five years, averaging an estimated $15 million per month or $180 million annually. This figure represents revenue from the app's payment system rather than traditional in-app purchases, and it is not exclusively for the Android platform. The app also significantly drives overall Starbucks sales, with mobile orders accounting for 31% of U.S. company-operated store transactions as of December 2023.
Sources mentioned: Adapty, Reddit, Sensor Tower, Statista, AltIndex, AppBrain, Numerator, GeekWire, Unusual Whales, KNKX
Profile is built from iTunes Lookup + developer site scrape + ML revenue model. Empty fields show "Not found" — additional sources (Crunchbase, X, IndieHackers, Acquire.com) coming.
Full revenue analysis
Read the article-style breakdown for Starbucks: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.