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Starbucks

83
Quality Score
Excellent

Starbucks

High confidence
4.9 ✍️ Editor
✍️ bumetric analysis

This iOS utility app carves out a niche in loyalty and mobile ordering for a global coffee chain, directly competing with other quick-service restaurant apps like McDonald's or Dunkin’ that offer similar pre-ordering and rewards systems. Its substantial rating count, nearing eight million, coupled with an exceptionally high average rating, signals robust user satisfaction and deep market penetration. This isn't an early-stage app; it’s a mature product with established traction, operating at scale since its 2009 release. As a free app, its monetization strategy is entirely indirect, focused on driving in-store purchases and customer retention through its rewards program. In the utilities category, particularly for brand-specific apps, the common monetization observation is that direct in-app purchases are rare; instead, the app serves as a critical funnel for real-world transactions, making user engagement and retention the primary revenue drivers.

BU Score 83 · Excellent — strong product-market fit. The full Investment Matrix below scores 8 dimensions including monetisation, growth, and operational risk.

Track snapshot history and revenue forecast in the Performance section below.

💰 Monthly revenue · now vs forecast
● Right now
$600K
per month
12-mo forecast
$635K – $978K
per month
24-mo forecast
$759K – $1410K
per month
BIG tier
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Typical impact: +2-5× organic installs
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📊 Performance Tracking LIVE

Loading…
idle
0%
Rating
Reviews
Forecast Revenue / mo
Snapshots tracked
0
since first record
ONE-TIME · BUILD 💰 Estimated build cost
$75K
What it cost to build · not monthly revenue
Likely range $55K – $100K
$25K · MVP floor $100K · indie scale $500K+ · studio build
📈 Slow ROI — current MRR is well below build cost

Synthetic estimate. Inputs: category complexity, file size, screen count, monetization layer, platform reach, age × team-size proxy. Calibrated against 2024-2026 indie-agency rate surveys. Full math + source list on /methodology.

Where the money goes
🧱 MVP baseline (design + 1-store ship) +$28K
📱 5 unique screens × $4.5K +$22K
📦 Asset bundle (210 MB) +$40K
Utilities complexity ×0.85 $-13575
Total estimate $75K
👥 Estimated audience size
1587.5M
Lifetime downloads (US-equivalent)
Monthly active
317.5M
Daily active
63.5M

Synthetic estimate from ratings × category benchmarks. Calibrated against 2024-2026 mobile-attribution retention + DAU/MAU reports. Numbers are US-storefront-equivalent — true global audience can be 5-10× larger for international apps. Full math + source list on /methodology.

How we sized it
📲 Utilities engagement ~200 installs / rating
🔁 Utilities D30 retention 20%
📍 DAU / MAU stickiness 0.20
DAU / MAU 20% sticky
🔬

How we forecast this revenue

MEDIUM CONFIDENCE
Baseline
$600K/mo · ML-estimated from 234 triggers
Growth rate
+2.5% MoM · BIG tier baseline (compound monthly)
6 months
$591K – $800K
12 months
$635K – $978K
24 months
$759K – $1.4M
Compound growth at +2.5% MoM (tier baseline for BIG). Range widens with horizon — typical noise band ±15% at 6mo.. Ranges widen with horizon — distant futures carry more uncertainty.
📊

BU Investment Matrix

Mixed signals · 58/100BIG TIERcompetitive but cautious
GrowthFounderQualityRevenueMonetiz.MoatMarketSafety
Growth Velocity
5.0
Founder Strength
6.7
Product Quality
9.8
Revenue Strength
5.8
Monetization Maturity
1.0
Defensibility
7.5
Market Position
0.6
Operational Safety
10.0
  • 💰 Revenue: Healthy — $240K - $1320K/mo · BIG tier · medium-low confidence, trajectory unclear.
  • ⭐ Quality: 4.89★ across 7,939,832 reviews — exceptional (top 1% in category).
  • 📍 Market: Not yet charting in any of the 9 monitored markets.
  • 📈 Growth: dev shipping weekly.
  • ⚠️ Risk: Low — no material risk signals detected.
🎯 For competitors: Mixed picture. Worth competing if you have a clear UX or pricing edge — otherwise crowded segment.
💵 For acquirers: Estimated asking range 18-32× monthly = $10.8M-$19.2M.
Composite of 8 dimensions computed deterministically from public signals — no LLM, every score traces back to a measurable input. Default weights shown; "compete" / "acquire" / "invest" lenses re-weight without re-fetching.
Range:

💰 Forecast Revenue / mo

MODEL
Revenue 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 4 of 4 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
High install base (7,939,832 ratings)METRIC
+$12,000
Excellent rating (4.9★)METRIC
+$2,200
Mature app (16y old)METRIC
+$1,500
Ad-supported / freemiumMETRIC
+$600
METRIC = structural app data · REVIEW = mined from user reviews · ✓ VERIFIED = Stripe-verified anchor (TrustMRR)

📈 Reviews Growth

LIVE
Cumulative review count from first BU snapshot. Each point = a tracked update.

⭐ Rating Trend

LIVE
Average rating evolution. Updates with each new review batch.

🆕 What's New · v6.125.1

We made some changes to make things run smoothly.

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.mystarbucks
App Store URL
Open in App Store
Category
Utilities
Content rating
12+
Languages
EN, FR

Company

Website
Not found
Tagline
Today
Description
Find apps and games for iPhone, iPad, Mac, and more on the App Store.
Founded
Not found
HQ / Address
Not found
Employees
Not found
Logo
Available

Revenue

Verified revenue / mo
Not found
AI revenue estimate / mo
Not found
AI annual estimate
Not found
ML model estimate / mo
$18/mo
Top-grossing rank
Outside top 100 in US Utilities
All-time revenue
Not found
Pricing
Not found

Founder

Founder data not yet collected for this app.

Funding

Funding data not yet collected for this app.

Press & Links

Press & Links data not yet collected for this app.

Contacts & Socials

Contacts & Socials data not yet collected for this app.
📈Ratings growth8,093,981 ratings+29% lifetimeShow 3-year history estimate ▾Jul 2023Jan 2026Jul 2026
Tracked (26 weeks) Pre-tracking estimate (35 weeks) · model-based, ±5% noise · anchored to release date and current value
🌍Geographic ReachNot ranked
This app is currently outside the top 100 grossing in all 9 countries we monitor (US, UK, DE, FR, JP, CA, AU, BR, IN). Niche or new apps often launch this way — popularity rankings appear once daily revenue clears the regional threshold.
🚀Version Release Timeline6 releases tracked
v6.122May 2026v6.123May 2026v6.124Jun 2026v6.124.1Jun 2026v6.125Jun 2026v6.125.1Jun 2026
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.

📝 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 →
App Specs
🔐 Own this app? Claim & verify MRR →
💾 210 MB🔞 12+📱 iOS 17.5+🔖 v6.125.1🔄 updated 0d ago🌐 EN, FR📂 Utilities💰 Free
📅

What Worked™ · Development Pipeline

8 EVENTS TRACKED
Detected changes in this app over its tracked lifetime — each event links cause (what changed) to effect (what moved). Sorted newest first.See full history →Version history →
2026-06
🔧
Shipped update — v6.125 → v6.125.1
→ 30 days after: reviews +45,288 medium · co-occurring
2026-06
🔧
Shipped update — v6.124.1 → v6.125
→ 30 days after: reviews +55,944 medium · co-occurring
2026-06
🔧
Shipped update — v6.124 → v6.124.1
→ 30 days after: reviews +119,004 medium · co-occurring
2026-06
🔧
Shipped update — v6.123 → v6.124
→ 30 days after: reviews +119,004 medium · co-occurring
2026-05
🔧
Shipped update — v6.122 → v6.123
→ 30 days after: reviews +147,864 medium · co-occurring
2026-05
📈
Crossed 10 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +116,193 medium · co-occurring
2026-05
🔧
Shipped update — v? → v6.122
→ 30 days after: reviews +8,032,568 low · multiple changes
2026-04
🚀
First tracked snapshot — initial data captured
→ 30 days after: reviews +7,927,031 high confidence
🌍

Multi-Country Performance

Available in 2 of 9 monitored markets
MarketRatingReviewsCurrent version
🇨🇦 CA4.84694★544,7784.84694★ this version
🇺🇸 US4.88614★8,088,5124.88614★ this version
🔔

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📝 Description

95
BU Score · Transcendent
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.
Read deep-dive →

More by Starbucks Coffee Company

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📦 Portfolio summaryINDIE studio
20apps·$14K/mocombined
✓ Diversified — top app contributes 29%; risk spread across portfolio

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About this analysis
ZCAnalyzed by Zakhar Chumak · founder, bumetric·Full methodology·High confidence

Why high confidence: 7,939,832 ratings · no founder-verified revenue (model estimate only).

Frequently Asked Questions

4 answers · auto-generated from this app's public data
How much does Starbucks make per month?
Based on our ML-calibrated revenue forecast, Starbucks earns approximately $17/mo. This is a US-storefront-equivalent estimate; global revenue can be several times larger for internationally-distributed apps. See the methodology page for the full formula and confidence bands.
What apps are like Starbucks?
Browse the full Utilities category catalog to find similar apps with revenue, build cost, audience and tech stack data. Each /p/{slug} page also shows a Compare side-by-side widget with three peer apps from the same niche.
Who makes Starbucks?
Starbucks is published by Starbucks Coffee Company on the Apple App Store. See the full publisher portfolio (other apps by the same developer) via the More by developer block on the product page above.
What is Starbucks's BU Score?
Starbucks has a BU Score of 83/100 (Excellent). The score combines App Store rating, ratings count, monetization model and revenue signals calibrated against founder-verified MRR anchors. See the BU Score formula.