Autobell Car Wash
53
Quality Score
Solid
Autobell Car Wash
Medium confidence
✍️ bumetric analysis
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Autobell Car Wash is an Android app from Autobell Car Wash in the Auto & Vehicles category, currently rated 3.6★ across 2,089 ratings. Initial signal reads as mixed reviews: supporters praise core features while critics cite stability and value gaps.
Quality Score is 53: Solid (established niche player). For a Auto & Vehicles app, that means established niche player. 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
$500
per month
→
12-mo forecast
$437 – $1575
per month
→
24-mo forecast
$405 – $3644
per month
INDIE tier
💡 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
ONE-TIME · BUILD
💰 Estimated build cost
$80K
↳ What it cost to build · not monthly revenue
Likely range $60K – $110K
$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 |
| 🌐 Cross-platform reach (iOS + Android) | +$27K |
Total estimate
$80K
👥 Estimated audience size
310K
Lifetime downloads (US-equivalent)
Monthly active
46K
Daily active
9.3K
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
| 📲 Auto & Vehicles engagement | ~150 installs / rating |
| 🔁 Auto & Vehicles D30 retention | 15% |
| 📍 DAU / MAU stickiness | 0.20 |
DAU / MAU
20% sticky
🔬
How we forecast this revenue
LOW CONFIDENCEBaseline
$500/mo · ML-estimated from 234 triggers
Growth rate
+6.0% MoM · INDIE tier baseline (compound monthly)
6 months
$426 – $993
12 months
$437 – $1.6K
24 months
$405 – $3.6K
Compound growth at +6.0% MoM (tier baseline for INDIE). Range widens with horizon — typical noise band ±40% at 6mo.. Ranges widen with horizon — distant futures carry more uncertainty.
📊
BU Investment Matrix
Early-stage solo · 40/100INDIE TIERexpected for tierRevenue Strength
2.7
Product Quality
6.5
Market Position
0.0
Growth Velocity
5.0
Defensibility
3.5
Operational Safety
10.0
Founder Strength
3.4
Monetization Maturity
1.0
- 💰 Revenue: Marginal — $200 - $1250/mo · INDIE tier · medium confidence, trajectory unclear.
- ⭐ Quality: 3.62★ across 2,089 reviews — solid.
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: Insufficient signal to assess trajectory.
- ⚠️ 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 = $9K-$16K.
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 3 of 3 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| Low install base (2,089 ratings)METRIC | +$1,500 | |
| Established app (5y old)METRIC | +$800 | |
| 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.
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Autobell Car Wash
- Developer
- Autobell Car Wash
- Bundle ID
- com.autobell.Autobell
- App Store URL
- Open in App Store
- Category
- Auto & Vehicles
- Content rating
- Not found
- Languages
- Not found
Company
- Website
- www.autobell.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
- $256/mo
- Top-grossing rank
- Not found
- 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.
✨AI Revenue EstimateCONFIDENCE: LOW
Publicly available sources, including Sensor Tower, Statista, Adapty, Reddit, and app review databases, do not provide specific revenue estimates for the Android app 'Autobell Car Wash'. The app primarily functions as a utility for customers to purchase car washes, manage unlimited plans, send gift cards, and earn rewards, facilitating revenue for the overall Autobell Car Wash business rather than generating direct app revenue through in-app purchases. While the parent company, Autobell Car Wash, has reported annual revenues ranging from $100 million to $500 million across various sources, this figure represents the entire business and not the app's individual revenue.
Sources mentioned: Statista, Sensor Tower, Adapty, Reddit, Zippia, Similarweb, Growjo, LeadIQ, Advan Research
📈Ratings growth2,089 ratings+68% lifetimeShow 3-year history estimate ▾
Tracked (1 weeks) Pre-tracking estimate (37 weeks) · model-based, ±5% noise · anchored to release date and current value
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
WELCOME TO THE AUTOBELL® CAR WASH APP!
Built with simplicity and efficiency in mind, Autobell delivers a thorough experience for its customers in the app, website, and at each Autobell location.
Autobell cleans and protects your car, inside and out—the easy way. Taking care of the details is how we take care of you. We call this the Autobell Way, and with over 90 locations, you will find an easy clean just around the corner!
______________________________________________________________________________
WHY DOWNLOAD THE APP?
USER EXPERIENCE… View full description on the official store →
Built with simplicity and efficiency in mind, Autobell delivers a thorough experience for its customers in the app, website, and at each Autobell location.
Autobell cleans and protects your car, inside and out—the easy way. Taking care of the details is how we take care of you. We call this the Autobell Way, and with over 90 locations, you will find an easy clean just around the corner!
______________________________________________________________________________
WHY DOWNLOAD THE APP?
USER EXPERIENCE… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →🔖 v12.0.10🔄 updated 0d ago📂 Auto & Vehicles💰 Free
🧪
Tech & Domain Intel — autobell.com
- Mail provider
- Microsoft 365
- Tech stack
- Microsoft 365 · AWS SES · Apple Pay / Sign in with Apple · Atlassian (Jira/Confluence) · Google Workspace
Derived from public RDAP + DNS TXT records (no scraping, no login).
🔔
Track this app’s revenue
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for Autobell Car Wash: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
About this analysis
Why medium confidence: 2,089 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does Autobell Car Wash make per month?▴
Based on our ML-calibrated revenue forecast, Autobell Car Wash earns approximately $256/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 Autobell Car Wash?▴
Browse the full Auto & Vehicles 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 Autobell Car Wash?▴
Autobell Car Wash is published by Autobell Car Wash on the Google Play 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 Autobell Car Wash's BU Score?▴
Autobell Car Wash has a BU Score of 53/100 (Solid). The score combines App Store rating, ratings count, monetization model and revenue signals calibrated against founder-verified MRR anchors. See the BU Score formula.