34K iOS Apps Tracked Updated 6 min ago Revenue Forecasts
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Stopfinder

72
Quality Score
Strong

Stopfinder

by Transfinder
High confidence
4.6 App Store rating
✍️ Bumetric analysis
“

Stopfinder is an iOS app from Transfinder in the Education category, currently rated 4.6★ across 11,201 ratings. Initial signal reads as mixed reviews: supporters praise core features while critics cite stability and value gaps.

Quality Score is 72: Strong (healthy traction). For a Education 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
$5.0K
per month
→
12-mo forecast
$5.2K – $10.8K
per month
→
24-mo forecast
$6.4K – $19.2K
per month
MID tier
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📊 Performance Tracking LIVE

241 snapshots on record
idle
0%
Rating
4.6
Reviews
11,201 reviews
Forecast Revenue / mo
$5.0K
Snapshots tracked
241
since Sep 2022
ONE-TIME · BUILD 💰 Estimated build cost
$150K
↳ What it cost to build · not monthly revenue
Likely range $110K – $200K
$25K · MVP floor $100K · indie scale $500K+ · studio build
📈 Pays back in ~2.5y at current MRR

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 (160 MB) +$40K
⚙ Education complexity ×1.20 +$18K
⚙ 7.1y maintenance × ~1-person team +$42K
Total estimate $150K
ONE-TIME · EXIT VALUE 💵 Estimated acquisition value
$100K
↳ What it would sell for · not monthly revenue
Marketplace range $75K – $125K · 21× MRR multiple
💸 ~0.7× build cost (under-water)

Synthetic estimate. Multiple band derived from ad-supported + age, rating quality, category demand, and user-base maturity. Calibrated against 2024-2026 indie-app-marketplace closed-deal medians. Full math + comparable deal list on /methodology.

How the multiple was built
📺 Ad-supported base 15× MRR
📅 7.1y proven track record +20%
⭐ ★ rating ≥ 4.4 (solid) +8%
🏷 Education category multiple +6%
Final multiple 21× MRR
👥 Estimated audience size
665K
Lifetime downloads (US-equivalent)
Monthly active
83K
Daily active
24K

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
📲 Education engagement ~85 installs / rating
📅 7.1y of rating accumulation -30%
🔁 Education D30 retention 18%
📍 DAU / MAU stickiness 0.30
DAU / MAU 30% sticky
🛠 Estimated tech stack
🍎
Native iOS (Swift / UIKit)
Medium confidence · 60%
Also possible
React Native Flutter

Heuristic guess from app bundle size, category, store description signals, and release-date stack era. Bumetric does not disassemble binaries — for binary-level certainty you would need an SDK intelligence tool or the manifest itself. Reasoning chain on the right. Full ruleset on /methodology.

Signals we read
📦 App bundle size 160 MB
🏷 Category context Education
📦 Mid-large iOS bundle → Likely native Swift / UIKit (pre-2020 era)
💀 Maintenance status
Likely abandoned
72%
Last shipped 2025-09-18 · 371 days ago
0 · Active 50 · At risk 100 · Abandoned

Heuristic risk score from time-since-last-update + ratings velocity proxy + Editor's Choice / curated featuring signals. Calibrated against 2024-2025 app-store ranking decay reports. Not a guarantee — a quiet app with a healthy codebase looks the same as an abandoned one until something breaks. Full math on /methodology.

Risk signals
📅 1y 0mo since last update Likely deprioritized
Verdict Likely abandoned
🔬

How we forecast this revenue

MEDIUM CONFIDENCE
Baseline
$5.0K/mo · ML-estimated from 234 triggers
Growth rate
+4.0% MoM · MID tier baseline (compound monthly)
6 months
$4.7K – $7.9K
12 months
$5.2K – $10.8K
24 months
$6.4K – $19.2K
Compound growth at +4.0% MoM (tier baseline for MID). Range widens with horizon — typical noise band ±25% at 6mo.. Ranges widen with horizon — distant futures carry more uncertainty.
📊

BU Investment Matrix

Below median · 43/100MID TIERunderperforming peers
GrowthFounderQualityRevenueMonetiz.MoatMarketSafety
Growth Velocity
5.0
Founder Strength
4.1
Product Quality
9.3
Revenue Strength
3.7
Monetization Maturity
1.0
Defensibility
3.8
Market Position
0.6
Operational Safety
7.0
  • 💰 Revenue: Modest — $3K - $7K/mo · MID tier · medium confidence, trajectory unclear.
  • ⭐ Quality: 4.63★ across 11,201 reviews — exceptional (top 1% in category).
  • 📍 Market: Not yet charting in any of the 9 monitored markets.
  • 📈 Growth: ⚠ last update 367d ago — possibly dormant.
  • ⚠️ Risk: Moderate — dormant (367d since update).
🎯 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 = $90K-$160K.
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 9 of 9 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
Mid install base (11,201 ratings)METRIC
+$5,500
Excellent rating (4.6★)METRIC
+$2,200
bugsREVIEW
−$1,800
5 starREVIEW
+$1,800
highly recommendREVIEW
+$1,400
slowREVIEW
−$1,200
Established app (7y old)METRIC
+$800
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

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.

Profile & Insights

Everything we know — and don't — about this app and its company.

Identification

App name
Stopfinder
Developer
Transfinder
Bundle ID
com.transfinder.stopfinder
App Store URL
Open in App Store
Category
Education
Content rating
4+
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

Reported revenue signal / mo
Not found
AI revenue estimate / mo
Not found
AI annual estimate
Not found
Model estimate / mo
$5.0K/mo
Top-grossing rank
Outside top 100 in US Education
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 growth14,443 ratings+3138% lifetimeShow 3-year history estimate ▾Nov 2025Jan 2026Sep 2026
Tracked (60 weeks) Pre-tracking estimate (0 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.

📝 About this app

For participating Districts, Stopfinder gives parents and guardians access to view and share their student’s bus stop assignments as well as communicate with the Transportation Department.

With Stopfinder GeoAlerts, app users can create alert zones at any stop or school or along your student’s route. Stopfinder users will be notified when their student’s bus has arrived at or departed from an alert zone. Know where the bus is and know your student has arrived at or departed from any location along their assigned bus route.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →
💾 160 MB🔞 4+📱 iOS 13.0+🔖 v3.1.6🔄 updated 1y ago🌐 EN📂 Education💰 Paid🚀 Launched 2019 (7y old)
📅

What Worked™ · Development Pipeline

13 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 →
2026-05
📈
Crossed 1,000 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +471 medium · co-occurring
2026-05
⭐
Rating ↑ 2.24 → 4.63 (improved 2.39★)
→ 30 days after: reviews +471 medium · co-occurring
2026-03
📈
Crossed 500 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +5 low · multiple changes
2026-03
⭐
Rating ↓ 4.60 → 2.24 (dropped 2.36★)
→ 30 days after: reviews +7 low · multiple changes
2026-03
⭐
Rating ↑ 2.24 → 4.60 (improved 2.36★)
→ 30 days after: reviews +8 medium · co-occurring
2026-03
📈
Crossed 500 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +8 medium · co-occurring
2024-08
⭐
Rating ↑ 1.40 → 1.71 (improved 0.31★)
→ 30 days after: revenue +$68/mo · rating +0.14★ · reviews +26 high confidence
2023-09
📈
Crossed 100 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +10 high confidence
2023-01
📈
Crossed 50 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +8 medium · co-occurring
2023-01
📈
Crossed 50 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +19 low · multiple changes
2022-09
🚀
First tracked snapshot — initial data captured
→ 30 days after: reviews +16 high confidence
2022-09
📈
Crossed 10 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +16 medium · co-occurring
2022-09
🚀
First tracked snapshot — initial data captured
🌍

Multi-Country Performance

Available in 2 of 9 monitored markets
MarketRatingReviewsCurrent version
🇨🇦 CA4.79826★4614.79826★ this version
🇺🇸 US4.65904★14,8414.65904★ this version
🔔

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📝 Description

95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for Stopfinder: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
Read deep-dive →

Similar apps in Education

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

Why high confidence: 11,201 ratings · no founder-verified revenue (model estimate only).

❓ Frequently Asked Questions

10 answers · auto-generated from this app's public data
How much does Stopfinder make per month?▴
Based on our ML-calibrated revenue forecast, Stopfinder earns approximately $5.0K/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.
Is Stopfinder profitable?▴
With estimated build cost $150K and monthly revenue $5.0K, Stopfinder looks break-even-grade — payback period sits around 2.5 years. Profitability also depends on paid-acquisition spend and refund rate which the public model doesn't see.
How many users does Stopfinder have?▴
Estimated audience: ~665K lifetime downloads, ~83K monthly active users, and ~24K daily active users. Derived from ratings count × category installs-per-rating × age decay. US-storefront-equivalent — global audience can be 5-10× larger for internationally-distributed apps.
What apps are like Stopfinder?▴
Browse the full Education 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.
What is Stopfinder built with?▴
Our heuristic places Stopfinder on the Native iOS (Swift / UIKit) stack (Medium confidence, 60%). Signals: app bundle size, category context, store-description markers, release-date era. We don't disassemble binaries. Alternative possibilities: React Native, Flutter.
Is Stopfinder still actively maintained?▴
Maintenance status: Likely abandoned (72% abandonment risk). Last shipped version was 1+ years ago. The risk score combines time-since-last-update with Editor's Choice / curated featuring + user-base maturity adjustments.
How much would Stopfinder sell for?▴
Estimated acquisition value: $100K (marketplace range $75K – $125K). Calculated as 21× monthly revenue using the standard multiple for the detected monetization model + adjustments for age, rating quality and category demand. Calibrated against 2024-2026 Flippa / Acquire.com / MicroAcquire closed-deal medians.
When was Stopfinder last updated?▴
Stopfinder last shipped a new version on 2025-09-18 — more than 1 year(s) ago. This is the date Apple / Google last accepted a new build, not a content-only push.
Who makes Stopfinder?▴
Stopfinder is published by Transfinder 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 Stopfinder's BU Score?▴
Stopfinder has a BU Score of 72/100 (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.