22
BU Score
Niche
MuniMobile
✍️ bumetric analysis
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MuniMobile is an iOS app from SFMTA in the Travel category, currently rated 1.8★ across 6 ratings. Initial signal reads as mostly critical sentiment so far: users flag rough edges and unmet expectations.
Our BU Score puts it at 22: Niche (micro-niche or pre-traction stage). For a Travel app, that means micro-niche or pre-traction stage.
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 8 of 8 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| bugsREVIEW | −$1,800 | |
| 5 starREVIEW | +$1,800 | |
| Below-average rating (1.8★)METRIC | −$1,500 | |
| slowREVIEW | −$1,200 | |
| Ad-supported / freemiumMETRIC | +$600 | |
| Localized (5 languages)METRIC | +$600 | |
| Pre-traction phase (6 ratings)METRIC | −$300 | |
| Growing app (2y old)METRIC | +$200 |
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.
💚Sentiment Over Time↑ green = positive · ↓ red = negative
Apr 25
May 25
Jun 25
Jul 25
Aug 25
Sep 25
Oct 25
Nov 25
Dec 25
Jan 26
Feb 26
Mar 26
⭐ Rating Trend
LIVEAverage rating evolution. Updates with each new review batch.
🗓️ Snapshot Timeline
HISTORYEach bar shows a tracked update and the metric delta from the previous snapshot.
App Specs
🔐 Own this app? Claim & verify MRR →💾 191 MB🔞 4+📱 iOS 16.7+🔖 v1.6.8🔄 updated 1mo ago🌐 EN, ZH, ES, TL, ZH📂 Travel💰 Free🚀 Launched 2023 (2y old)
📝 About this app
The official trip planning and mobile ticketing app from San Francisco Municipal Transportation Agency (SFMTA). MuniMobile helps you navigate the Muni transit network effortlessly and purchase and use fares and passes instantly on your phone—anywhere, anytime. Just download the free app, create an account and you're ready to go.
WHY YOU'LL LOVE THIS APP:
• No paper fares to keep track of.
• No need to carry cash, count exact change, or find a ticket machine.
• Buy and use fares using a debit/credit card, PayPal or Apple Pay
• Store multiple tickets on your phone for future use.
• Pay a single fare or multiple fares for a group of riders from a single device.
• Register your debit/credit card(s) in our secure system.
HOW IT WORKS:
1. CHOOSE RIDER TYPE: Adult, Senior/Disabled/Medicare, Youth, or SF Access
2. CHOOSE FARE: Single Trip Fare for Muni Bus & Rail, Single Ride Fare for Cable Car, or Passports
3. CHOOSE QUANTITY: You can buy multiple tickets to use later
4. CHECK OUT: Pay with debit/credit card, PayPal or Apple Pay
COMMON QUESTIONS:
Q: Do I need to be connected to the Internet?
A cellular network or a wireless Internet connection is required to purchase tickets, but you can use/activate your tickets offline.
Q: What if my battery dies?
Just like with paper tickets, you're responsible for making sure you have a valid fare at all times, so be sure to plan ahead!
IMPORTANT REMINDERS:
• Activate your ticket before boarding.
• In the subway, activate (“use”) your purchased mobile ticket before passing through metro station fare gates. Show your active ticket to the station agent, and pass through the fare gate closest to the station agent booth. If the station agent is not present, you may still pass through the gate as long as your ticket has been activated. Do not attempt to “tag” the gate.
• On the surface, use your purchased mobile ticket before boarding the vehicle. You may board through any door. If you feel more comfortable boarding through the front door to show your ticket to the transit operator, please feel free to do so.
• For Cable Car, use your purchased mobile ticket once you are on board the vehicle. Show your mobile ticket to the Cable Car conductor.
• Watch your battery level! Just like with paper tickets, you're responsible for making sure you have a valid fare at all times.
• Create an account before purchasing tickets, as this is the only way you can transfer your unused tickets if you get a new phone. (Note: Only unused tickets can be transferred. Use up any activated tickets before switching phones.)
• Don't uninstall the MuniMobile app or erase your phone without transferring your unused tickets first. Your tickets are stored on your phone (which makes it possible to use them without a cellular network or a wireless Internet connection).
WHY YOU'LL LOVE THIS APP:
• No paper fares to keep track of.
• No need to carry cash, count exact change, or find a ticket machine.
• Buy and use fares using a debit/credit card, PayPal or Apple Pay
• Store multiple tickets on your phone for future use.
• Pay a single fare or multiple fares for a group of riders from a single device.
• Register your debit/credit card(s) in our secure system.
HOW IT WORKS:
1. CHOOSE RIDER TYPE: Adult, Senior/Disabled/Medicare, Youth, or SF Access
2. CHOOSE FARE: Single Trip Fare for Muni Bus & Rail, Single Ride Fare for Cable Car, or Passports
3. CHOOSE QUANTITY: You can buy multiple tickets to use later
4. CHECK OUT: Pay with debit/credit card, PayPal or Apple Pay
COMMON QUESTIONS:
Q: Do I need to be connected to the Internet?
A cellular network or a wireless Internet connection is required to purchase tickets, but you can use/activate your tickets offline.
Q: What if my battery dies?
Just like with paper tickets, you're responsible for making sure you have a valid fare at all times, so be sure to plan ahead!
IMPORTANT REMINDERS:
• Activate your ticket before boarding.
• In the subway, activate (“use”) your purchased mobile ticket before passing through metro station fare gates. Show your active ticket to the station agent, and pass through the fare gate closest to the station agent booth. If the station agent is not present, you may still pass through the gate as long as your ticket has been activated. Do not attempt to “tag” the gate.
• On the surface, use your purchased mobile ticket before boarding the vehicle. You may board through any door. If you feel more comfortable boarding through the front door to show your ticket to the transit operator, please feel free to do so.
• For Cable Car, use your purchased mobile ticket once you are on board the vehicle. Show your mobile ticket to the Cable Car conductor.
• Watch your battery level! Just like with paper tickets, you're responsible for making sure you have a valid fare at all times.
• Create an account before purchasing tickets, as this is the only way you can transfer your unused tickets if you get a new phone. (Note: Only unused tickets can be transferred. Use up any activated tickets before switching phones.)
• Don't uninstall the MuniMobile app or erase your phone without transferring your unused tickets first. Your tickets are stored on your phone (which makes it possible to use them without a cellular network or a wireless Internet connection).
🆕 What's New · v1.6.8
Bug fixes and general enhancements
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- MuniMobile
- Developer
- SFMTA
- Bundle ID
- com.sfmta.munimobil
- App Store URL
- Open in App Store
- Category
- Travel
- Content rating
- 4+
- Languages
- EN, ZH, ES, TL, ZH
Company
- Website
- www.SFMTA.com
- 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
- Not found
- AI annual estimate
- Not found
- ML model estimate / mo
- $93/mo
- Top-grossing rank
- Outside top 100 in US Travel
- 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
📈Ratings growth6 ratingsShow 3-year history estimate ▾
Tracked (59 weeks) Pre-tracking estimate (30 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.
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.
More by SFMTA
View all →
Full revenue analysis
Read the article-style breakdown for MuniMobile: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.