MLB Ballpark
77
Quality Score
Strong
MLB Ballpark
by MLB
High confidence
✍️ bumetric analysis
“
MLB Ballpark is an iOS app from MLB in the Utilities category, currently rated 4.7★ across 1,238,632 ratings. Initial signal reads as mixed reviews: supporters praise core features while critics cite stability and value gaps.
Quality Score is 77: Strong (healthy traction). For a Utilities app, that means healthy traction. The full BU Investment Matrix below scores 8 dimensions including monetisation, growth, and operational risk.
Track changes month-over-month in the Performance section below: live snapshot history and revenue forecast included.
💰 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 tierFREE
💡 Grow this revenue
Free AI audit of this app’s store listing
- Title & subtitle keyword fit
- Description hook & conversion structure
- Screenshots, ratings, reviews strategy
Typical impact: +2-5× organic installs
📊 Performance Tracking LIVE
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Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
🤖Also on Android
$45/mo · 204K ratings · 4.1★
View →
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 (163 MB) | +$40K |
| ⚙ Utilities complexity ×0.85 | $-13575 |
Total estimate
$75K
👥 Estimated audience size
247.5M
Lifetime downloads (US-equivalent)
Monthly active
49.5M
Daily active
9.9M
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 CONFIDENCEBaseline
$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
Concerning · 44/100BIG TIERFREE (NO MONETIZATION)below benchmarksGrowth Velocity
5.0
Founder Strength
2.8
Product Quality
7.8
Revenue Strength
5.8
Monetization Maturity
0.5
Defensibility
4.5
Market Position
2.0
Operational Safety
6.9
- 💰 Revenue: Healthy — $240K - $1320K/mo · BIG tier · medium-low confidence, trajectory unclear.
- ⭐ Quality: 4.65★ across 1,238,632 reviews — strong (top 10%).
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: Insufficient signal to assess trajectory.
- ⚠️ Risk: Moderate — scam/fraud mentions detected, rating drift -2.83 ★ (recent 50 vs lifetime).
🎯 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
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 10 of 10 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| High install base (1,238,632 ratings)METRIC | +$12,000 | |
| Excellent rating (4.7★)METRIC | +$2,200 | |
| bugsREVIEW | −$1,800 | |
| 5 starREVIEW | +$1,800 | |
| cancelledREVIEW | −$1,500 | |
| Mature app (14y old)METRIC | +$1,500 | |
| slowREVIEW | −$1,200 | |
| support teamREVIEW | +$900 | |
| Ad-supported / freemiumMETRIC | +$600 | |
| Single-language (English only)METRIC | −$400 |
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.
🆕 What's New · v15.8.0
We've made it easier to see if you're enrolled in Go-Ahead Entry, so you always know your status before heading to the ballpark.
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- MLB Ballpark
- Developer
- MLB
- Bundle ID
- com.mlb.AtTheBallpark
- App Store URL
- Open in App Store
- Category
- Utilities
- Content rating
- 12+
- Languages
- EN
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
- $69/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 growth1,298,054 ratings+42% lifetimeShow 3-year history estimate ▾
Tracked (24 weeks) Pre-tracking estimate (34 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.
🚀Update Frequency · Releases per Quarter4 releases tracked
🚀Version Release Timeline4 releases tracked
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
The MLB Ballpark app is your mobile companion when visiting your favorite Major League Baseball ballparks. The official MLB Ballpark application perfectly complements and personalizes your trip with digital ticketing functionality, mobile check-in, offers, rewards and exclusive content.
**** Ballpark Features (iPhone) ****
• Access and manage your tickets (MLB account required; select clubs)
• Team schedule, ticket information and sales and promotional event listings
• Interactive map with directory of food, beverage, merchandise and other amenities
• Check In for offers and rewards… View full description on the official store →
**** Ballpark Features (iPhone) ****
• Access and manage your tickets (MLB account required; select clubs)
• Team schedule, ticket information and sales and promotional event listings
• Interactive map with directory of food, beverage, merchandise and other amenities
• Check In for offers and rewards… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 163 MB🔞 12+📱 iOS 18.0+🔖 v15.8.0🔄 updated 0d ago🌐 EN📂 Utilities💰 Paid
📅
What Worked™ · Development Pipeline
5 EVENTS TRACKEDDetected 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 — v15.6.0 → v15.7.0
→ 30 days after: revenue +$68/mo · reviews +37,845 high confidence
2026-06
🔧
Shipped update — v15.5.0 → v15.6.0
→ 30 days after: revenue +$68/mo · reviews +43,033 high confidence
2026-05
📈
Crossed 10 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +37,820 medium · co-occurring
2026-05
🔧
Shipped update — v? → v15.5.0
→ 30 days after: reviews +1,242,515 low · multiple changes
2026-04
🚀
First tracked snapshot — initial data captured
→ 30 days after: reviews +1,215,933 high confidence
🗣
Voice of Customer
Based on 50 reviews across 1 markets● 28% positive · ● 18% neutral · ● 54% negative · Rating drift: -2.83★ (declining — recent 50: 1.82★ vs lifetime: 4.65★)
Top praise themes
ticket ×4
Top complaint themes
purchased tickets ×5 access tickets ×4 tickets don ×3 tickets purchased ×3 ticket ×9 email ×8 find ×7 after ×6
Risk signals
Fraud / scam mentions: 2.0%
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇦🇺 AU | 4.57287★ | 1,290 | 4.57287★ this version |
| 🇧🇷 BR | 4.77215★ | 79 | 4.77215★ this version |
| 🇨🇦 CA | 4.35846★ | 28,365 | 4.35846★ this version |
| 🇩🇪 DE | 4.45012★ | 862 | 4.45012★ this version |
| 🇫🇷 FR | 4.42302★ | 695 | 4.42302★ this version |
| 🇬🇧 GB | 4.47654★ | 2,877 | 4.47654★ this version |
| 🇮🇳 IN | 4.71324★ | 136 | 4.71324★ this version |
| 🇯🇵 JP | 4.61465★ | 9,799 | 4.61465★ this version |
| 🇺🇸 US | 4.64262★ | 1,298,054 | 4.64262★ this version |
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for MLB Ballpark: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
Similar apps in Utilities
About this analysis
Why high confidence: 1,238,632 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does MLB Ballpark make per month?▴
Based on our ML-calibrated revenue forecast, MLB Ballpark earns approximately $68/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 MLB Ballpark?▴
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 MLB Ballpark?▴
MLB Ballpark is published by MLB 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 MLB Ballpark's BU Score?▴
MLB Ballpark has a BU Score of 77/100 (Strong). The score combines App Store rating, ratings count, monetization model and revenue signals calibrated against founder-verified MRR anchors. See the BU Score formula.