CAFU Fuel & Car Service To You
59
Quality Score
Solid
CAFU Fuel & Car Service To You
by CAFU
Medium confidence
✍️ bumetric analysis
“
CAFU Fuel & Car Service To You is an Android app from CAFU in the Auto & Vehicles category, currently rated 3.9★ across 9,571 ratings. Initial signal reads as mostly critical sentiment so far: users flag rough edges and unmet expectations.
Quality Score is 59: 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
$774
per month
→
12-mo forecast
$677 – $2441
per month
→
24-mo forecast
$627 – $5647
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
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$10K
↳ What it would sell for · not monthly revenue
Marketplace range $10K – $15K · 14× MRR multiple
💸
~0.1× 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 |
| ⭐ ★ rating 3.5-4.0 (mixed) | -8% |
Final multiple
14× MRR
👥 Estimated audience size
1.4M
Lifetime downloads (US-equivalent)
Monthly active
210K
Daily active
42K
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
$774/mo · ML-estimated from 234 triggers
Growth rate
+6.0% MoM · INDIE tier baseline (compound monthly)
6 months
$659 – $1.5K
12 months
$677 – $2.4K
24 months
$627 – $5.6K
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
Pre-traction · 40/100INDIE TIERlimited signalRevenue Strength
2.9
Product Quality
7.1
Market Position
0.0
Growth Velocity
5.0
Defensibility
4.0
Operational Safety
9.0
Founder Strength
3.0
Monetization Maturity
1.0
- 💰 Revenue: Marginal — $309 - $1937/mo · INDIE tier · medium confidence, trajectory unclear.
- ⭐ Quality: 3.92★ across 9,571 reviews — solid.
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: last update 267d ago — slow cadence.
- ⚠️ 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 = $13K-$24K.
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 6 of 6 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| bugsREVIEW | −$1,800 | |
| cancelledREVIEW | −$1,500 | |
| Low install base (9,571 ratings)METRIC | +$1,500 | |
| too expensiveREVIEW | −$1,000 | |
| Established app (7y 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
- CAFU Fuel & Car Service To You
- Developer
- CAFU
- Bundle ID
- com.mena.customer
- App Store URL
- Open in App Store
- Category
- Auto & Vehicles
- Content rating
- Not found
- Languages
- Not found
Company
- Website
- www.cafu.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
- $775/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.
📈Ratings growth9,571 ratings+59% lifetimeShow 3-year history estimate ▾
Tracked (1 weeks) Pre-tracking estimate (36 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
Meet CAFU, the revolutionary car service provider that puts everything your car needs right at your fingertips so that you have time to accomplish more — at work, at home, and everywhere else the road takes you.
Here’s how CAFU makes your life easier
Fuel Delivery: Skip queues and unnecessary pitstops. Have fuel delivered to you, wherever you are, whenever you need it.
Car Wash: Pull up in a sparkling ride, no matter where you’re going. From a quick rinse to a full detail, we've got you covered with a line-up of wash services to make your car showroom-ready.… View full description on the official store →
Here’s how CAFU makes your life easier
Fuel Delivery: Skip queues and unnecessary pitstops. Have fuel delivered to you, wherever you are, whenever you need it.
Car Wash: Pull up in a sparkling ride, no matter where you’re going. From a quick rinse to a full detail, we've got you covered with a line-up of wash services to make your car showroom-ready.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →🔖 vv5.29.2🔄 updated 0d ago📂 Auto & Vehicles💰 Free
🧪
Tech & Domain Intel — cafu.com
- Tech stack
- Apple Pay / Sign in with Apple · Atlassian (Jira/Confluence) · Meta (Facebook) Ads · Google Workspace · Mailgun · AWS SES
Derived from public RDAP + DNS TXT records (no scraping, no login).
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for CAFU Fuel & Car Service To You: 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: 9,571 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does CAFU Fuel & Car Service To You make per month?▴
Based on our ML-calibrated revenue forecast, CAFU Fuel & Car Service To You earns approximately $774/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 CAFU Fuel & Car Service To You?▴
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 CAFU Fuel & Car Service To You?▴
CAFU Fuel & Car Service To You is published by CAFU 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 CAFU Fuel & Car Service To You's BU Score?▴
CAFU Fuel & Car Service To You has a BU Score of 59/100 (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.