ALFA OBD - Car Diagnostic App
53
Quality Score
Solid
ALFA OBD - Car Diagnostic App
by Lanh Giang Seo
Low confidence
✍️ Bumetric analysis
“
ALFA OBD - Car Diagnostic App is an iOS app from Lanh Giang Seo in the Productivity category, currently rated 3.6★ across 23 ratings. Initial signal reads as mostly critical sentiment so far: users flag rough edges and unmet expectations.
Quality Score is 53: Solid (established niche player). For a Productivity 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
13 snapshots on record
Rating
3.6
Reviews
23 reviews
Forecast Revenue / mo
$500
Snapshots tracked
13
since Sep 2024
ONE-TIME · BUILD
💰 Estimated build cost
$70K
↳ What it cost to build · not monthly revenue
Likely range $50K – $95K
$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 |
| ⚙ Productivity complexity ×1.10 | +$5K |
| ⚙ 2.3y maintenance × ~1-person team | +$13K |
Total estimate
$70K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$10K
↳ What it would sell for · not monthly revenue
Marketplace range $5K – $10K · 15× 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 |
| 📅 2.3y proven track record | +11% |
| ⭐ ★ rating 3.5-4.0 (mixed) | -8% |
| 🏷 Productivity category multiple | +8% |
| ⭐ Small user base (<1K ratings) | -8% |
Final multiple
15× MRR
🛠 Estimated tech stack
🍎
Native iOS (SwiftUI)
High confidence · 80%
Also possible
Native iOS (Swift / UIKit)
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 | 16 MB |
| 🏷 Category context | Productivity |
| 📦 Compact iOS bundle | → Native SwiftUI (post-2020 era) |
💀 Maintenance status
Likely abandoned
95%
Last shipped 2024-06-20 · 829 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
| 📅 2y+ since last update | Likely abandoned |
| 👥 Small user base (23 ratings) + 2.3y old | +10% (solo-project pattern) |
Verdict
Likely abandoned
🔬
How we forecast this revenue
LOW CONFIDENCEBaseline
$500/mo · ML-estimated from 234 triggers
Growth rate
+6.0% MoM · INDIE tier baseline (compound monthly)
Direction
Headwinds: rating drift may slow acquisition, low defensibility moat
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
Pre-traction · 36/100INDIE TIERlimited signalRevenue Strength
2.7
Product Quality
2.9
Market Position
2.0
Growth Velocity
5.0
Defensibility
2.6
Operational Safety
7.0
Founder Strength
5.6
Monetization Maturity
1.0
- 💰 Revenue: Marginal — $200 - $1250/mo · INDIE tier · medium confidence, trajectory unclear.
- ⭐ Quality: 3.6★ across 23 reviews — weak — significant quality concerns.
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: ⚠ last update 829d ago — possibly dormant.
- ⚠️ Risk: Moderate — dormant (829d 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 = $9K-$16K. Portfolio play ($39K/mo combined) commands premium.
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 8 of 8 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| subscriptionREVIEW | +$2,500 | |
| premiumREVIEW | +$2,200 | |
| free trialREVIEW | +$1,200 | |
| intuitive designREVIEW | +$1,000 | |
| Ad-supported / freemiumMETRIC | +$600 | |
| Single-language (English only)METRIC | −$400 | |
| Pre-traction phase (23 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.
⭐ Rating Trend
LIVEAverage rating evolution. Updates with each new review batch.
🆕 What's New · v1.6.20
Welcome to the latest version of our app! We've listened to your feedback and made several improvements:
- Fixed bugs and enhanced overall stability.
- Boosted app performance for smoother navigation.
- Add in-app purchases.
Update now to enjoy a better experience!
- Fixed bugs and enhanced overall stability.
- Boosted app performance for smoother navigation.
- Add in-app purchases.
Update now to enjoy a better experience!
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- ALFA OBD - Car Diagnostic App
- Developer
- Lanh Giang Seo
- Bundle ID
- Not found
- App Store URL
- Open in App Store
- Category
- Productivity
- 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
- $500/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 growth112 ratings+5500% lifetimeShow 3-year history estimate ▾
Tracked (13 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
Welcome to ALFA OBD, the ultimate Automotive Link & Finance App designed to enhance your car ownership experience. ALFA, short for Automotive Link & Finance App, connects seamlessly to your vehicle using a Bluetooth OBD adapter. Once connected, you can scan, read, and analyze real-time car data with ease, ensuring your vehicle's health and performance are always optimized.
But ALFA OBD goes beyond diagnostics. It features advanced vehicle finance tools that empower you to take control of your finances effortlessly.… View full description on the official store →
But ALFA OBD goes beyond diagnostics. It features advanced vehicle finance tools that empower you to take control of your finances effortlessly.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 16 MB🔞 4+📱 iOS 16.0+🔖 v1.6.20🔄 updated 2y ago🌐 EN📂 Productivity💰 Paid🚀 Launched 2024 (2y old)
📅
What Worked™ · Development Pipeline
8 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 →
2026-07
📈
Crossed 100 ratings — social-proof flywheel kicking in
→ 30 days after: revenue +$39.6K/mo · reviews +8 high confidence
2026-06
⭐
Rating ↑ 1.00 → 3.46 (improved 2.46★)
2026-06
📈
Crossed 50 ratings — social-proof flywheel kicking in
2026-03
⭐
Rating ↓ 3.60 → 1.00 (dropped 2.60★)
→ 30 days after: revenue −$266/mo · rating −2.60★ · reviews −13 high confidence
2026-03
⭐
Rating ↑ 1.00 → 3.60 (improved 2.60★)
→ 30 days after: revenue −$266/mo · rating −2.60★ · reviews −13 high confidence
2026-03
📈
Crossed 10 ratings — social-proof flywheel kicking in
→ 30 days after: revenue −$266/mo · rating −2.60★ · reviews −13 high confidence
2024-09
🚀
First tracked snapshot — initial data captured
2024-09
🚀
First tracked snapshot — initial data captured
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇺🇸 US | 3.44737★ | 114 | 3.44737★ this version |
| 🇬🇧 GB | 3.66667★ | 3 | 3.66667★ this version |
| 🇩🇪 DE | 2.57143★ | 14 | 2.57143★ this version |
| 🇫🇷 FR | 3.90909★ | 11 | 3.90909★ this version |
| 🇯🇵 JP | 0★ | 0 | — |
| 🇨🇦 CA | 3.1875★ | 16 | 3.1875★ this version |
| 🇦🇺 AU | 4.42856★ | 7 | 4.42856★ this version |
| 🇧🇷 BR | 4.55556★ | 27 | 4.55556★ this version |
| 🇮🇳 IN | 0★ | 0 | — |
🔔
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📝 Description
95
BU Score · Transcendent
About this analysis
Why low confidence: only 23 ratings · no founder-verified revenue (model estimate only) · revenue figure is directional only.
📌 Final verdict — read this before you trust the numbers above
ALFA OBD - Car Diagnostic App is a small / niche iOS app in the productivity space with weak public traction — only 23 ratings, no founder-verified MRR, and not ranked in any monitored grossing chart. The app appears to be monetised, but public signals are too sparse for a precise revenue estimate.
Bottom line: treat all revenue, audience and acquisition-value numbers on this page as directional only — not founder-verified facts.
❓ Frequently Asked Questions
7 answers · auto-generated from this app's public dataHow much does ALFA OBD - Car Diagnostic App make per month?▴
Our model estimates ALFA OBD - Car Diagnostic App earns roughly $500/mo, but with only 23 ratings the confidence interval is wide. No founder-verified MRR is available for this app, so this is a model output calibrated against comparable apps in the same category. See methodology for the formula.
What apps are like ALFA OBD - Car Diagnostic App?▴
Browse the full Productivity 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 ALFA OBD - Car Diagnostic App built with?▴
Our heuristic places ALFA OBD - Car Diagnostic App on the Native iOS (SwiftUI) stack (High confidence, 80%). Signals: app bundle size, category context, store-description markers, release-date era. We don't disassemble binaries. Alternative possibilities: Native iOS (Swift / UIKit).
Is ALFA OBD - Car Diagnostic App still actively maintained?▴
Maintenance status: Likely abandoned (95% abandonment risk). Last shipped version was 2+ years ago. The risk score combines time-since-last-update with Editor's Choice / curated featuring + user-base maturity adjustments.
When was ALFA OBD - Car Diagnostic App last updated?▴
ALFA OBD - Car Diagnostic App last shipped a new version on 2024-06-20 — more than 2 year(s) ago. This is the date Apple / Google last accepted a new build, not a content-only push.
Who makes ALFA OBD - Car Diagnostic App?▴
ALFA OBD - Car Diagnostic App is published by Lanh Giang Seo 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 ALFA OBD - Car Diagnostic App's BU Score?▴
ALFA OBD - Car Diagnostic App 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.