Aceable Drivers Ed & Test Prep
84
Quality Score
Excellent
Aceable Drivers Ed & Test Prep
High confidence
✍️ bumetric analysis
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Aceable Drivers Ed & Test Prep is an iOS app from Aceable Inc. in the Education category, currently rated 4.9★ across 102,128 ratings. Initial signal reads as mostly critical sentiment so far: users flag rough edges and unmet expectations.
Quality Score is 84: Excellent (strong product-market fit). For a Education app, that means strong product-market fit. 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
💡 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
Loading…
Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
🤖Also on Android
$930/mo · 9K ratings · 4.6★
View →
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
📈
Pays back in ~3 months 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 (85 MB) | +$14K |
| ⚙ Education complexity ×1.20 | +$12K |
Total estimate
$80K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$475K
↳ What it would sell for · not monthly revenue
Marketplace range $350K – $600K · 19× MRR multiple
💸
~5.9× return on build cost
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 ≥ 4.7 (premium) | +15% |
| 🏷 Education category multiple | +6% |
| ⭐ Mature user base (100K+ ratings) | +5% |
Final multiple
19× MRR
👥 Estimated audience size
8.7M
Lifetime downloads (US-equivalent)
Monthly active
1.6M
Daily active
465K
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 |
| 🔁 Education D30 retention | 18% |
| 📍 DAU / MAU stickiness | 0.30 |
DAU / MAU
30% sticky
🔬
How we forecast this revenue
MEDIUM CONFIDENCEBaseline
$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 · 51/100MID TIERunderperforming peersRevenue Strength
3.7
Product Quality
9.8
Market Position
0.0
Growth Velocity
5.0
Defensibility
6.0
Operational Safety
10.0
Founder Strength
5.4
Monetization Maturity
1.0
- 💰 Revenue: Modest — $3K - $7K/mo · MID tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.89★ across 102,128 reviews — exceptional (top 1% in category).
- 📍 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 = $90K-$160K. Portfolio play ($26K/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 14 of 14 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| High install base (102,128 ratings)METRIC | +$12,000 | |
| Excellent rating (4.9★)METRIC | +$2,200 | |
| worth every pennyREVIEW | +$2,000 | |
| bugsREVIEW | −$1,800 | |
| 5 starREVIEW | +$1,800 | |
| excellent appREVIEW | +$1,500 | |
| Mature app (12y old)METRIC | +$1,500 | |
| highly recommendREVIEW | +$1,400 | |
| slowREVIEW | −$1,200 | |
| too expensiveREVIEW | −$1,000 | |
| support teamREVIEW | +$900 | |
| moneybackREVIEW | +$700 | |
| 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
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 · v4.8
Fixed an issue where shipping could become delayed due to invalid address.
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Aceable Drivers Ed & Test Prep
- Developer
- Aceable Inc.
- Bundle ID
- com.aceable.AceableDrivingDE
- App Store URL
- Open in App Store
- Category
- Education
- Content rating
- 12+
- Languages
- EN
Company
- Website
- Not found
- Tagline
- Earn your license or certification online
- Description
- Drivers ed, real estate, mortgage license and certification classes 100% online and mobile friendly. Click here to take state-approved online classes with Aceable.
- Founded
- Not found
- HQ / Address
- Not found
- Employees
- Not found
- Logo
- Available
Revenue
- Verified revenue / mo
- Not found
- AI revenue estimate / mo
- $350.0K ($290.1K – $414.1K)AI medium
- AI annual estimate
- $4.2M/yr
- ML model estimate / mo
- $24.9K/mo
- Top-grossing rank
- Outside top 100 in US Education
- All-time revenue
- Not found
- Pricing
- Not found
Founder
- Name
- Not found
- X / Twitter
- x.com/aceableagent
- linkedin.com/company/aceable
- GitHub
- Not found
- X followers
- Not found
- Public statements
- Not found
Funding
Funding data not yet collected for this app.
Press & Links
Press & Links data not yet collected for this app.
Contacts & Socials
- Socials
- facebook facebook.com/aceable · instagram instagram.com/aceable · linkedin linkedin.com/company/aceable · tiktok tiktok.com/@aceabledriving · twitter x.com/aceableagent · youtube youtube.com/channel/UC9VfB1Mgu4Msm39b…
- Not found
- Phone
- Not found
- Contact page
- aceable.com/support
- About page
- aceable.com/company
✨AI Revenue EstimateCONFIDENCE: MEDIUM
The iOS app "Aceable Drivers Ed & Test Prep" is estimated to generate between $290,110 and $414,068 in monthly revenue. A specific estimate places its monthly revenue at $350,000, leading to an annual estimate of $4.2 million.
Sources mentioned: Sensor Tower, ScreensDesign, Growjo, Owler, Prospeo, Zippia, EdSurge, Car Talk, Aceable
📈Ratings growth102,128 ratings+27% lifetimeShow 3-year history estimate ▾
Tracked (53 weeks) Pre-tracking estimate (36 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
Get Your Driver’s License & Ace Your Permit Test – Anytime, Anywhere
Ready to hit the road? Aceable makes it simple, fun, and affordable to get your driver’s license and ace your permit test.
With Aceable, you can take state-approved drivers ed courses and practice for your DMV permit test, driver license test, or DMV written test – all in one app! Our interactive lessons, unlimited DMV practice test questions, and new permit practice courses help you pass with flying colors.
Why Aceable?
Over 1 million students have trusted Aceable to earn their driver’s license and permit.… View full description on the official store →
Ready to hit the road? Aceable makes it simple, fun, and affordable to get your driver’s license and ace your permit test.
With Aceable, you can take state-approved drivers ed courses and practice for your DMV permit test, driver license test, or DMV written test – all in one app! Our interactive lessons, unlimited DMV practice test questions, and new permit practice courses help you pass with flying colors.
Why Aceable?
Over 1 million students have trusted Aceable to earn their driver’s license and permit.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 85 MB🔞 12+📱 iOS 18.0+🔖 v4.8🔄 updated 0d ago🌐 EN📂 Education💰 Paid
📅
What Worked™ · Development Pipeline
10 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 →
2026-05
🔄
Monetization changed: freemium → free
2026-03
📈
Crossed 500 ratings — social-proof flywheel kicking in
2026-03
⭐
Rating ↑ 3.80 → 4.90 (improved 1.10★)
2022-09
📈
Crossed 100 ratings — social-proof flywheel kicking in
2022-05
📈
Crossed 50 ratings — social-proof flywheel kicking in
2022-02
📈
Crossed 10 ratings — social-proof flywheel kicking in
2022-01
⭐
Rating ↓ 3.33 → 2.75 (dropped 0.58★)
2022-01
⭐
Rating ↑ 2.50 → 3.33 (improved 0.83★)
2022-01
🚀
First tracked snapshot — initial data captured
2022-01
⭐
Rating ↓ 4.00 → 2.50 (dropped 1.50★)
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for Aceable Drivers Ed & Test Prep: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
More by Aceable Inc.
View all →📦 Portfolio summaryINDIE studio
2apps·$26K/mocombined
⚠ Concentrated — top app contributes 95% of combined revenue (single-app dependency)
About this analysis
Why high confidence: 102,128 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does Aceable Drivers Ed & Test Prep make per month?▴
Based on our ML-calibrated revenue forecast, Aceable Drivers Ed & Test Prep earns approximately $24K/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 Aceable Drivers Ed & Test Prep?▴
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.
Who makes Aceable Drivers Ed & Test Prep?▴
Aceable Drivers Ed & Test Prep is published by Aceable Inc. 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 Aceable Drivers Ed & Test Prep's BU Score?▴
Aceable Drivers Ed & Test Prep has a BU Score of 84/100 (Excellent). The score combines App Store rating, ratings count, monetization model and revenue signals calibrated against founder-verified MRR anchors. See the BU Score formula.