Auto Navigator New & Used Cars
77
Quality Score
Strong
✍️ Bumetric analysis
“
Auto Navigator New & Used Cars is an iOS app from Capital One in the Shopping category, currently rated 4.9★ across 51,366 ratings. Initial signal reads as mixed reviews: supporters praise core features while critics cite stability and value gaps.
Quality Score is 77: Strong (healthy traction). For a Shopping 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 tierFREE
💡 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
126 snapshots on record
Rating
4.9
Reviews
51,366 reviews
Forecast Revenue / mo
$5.0K
Snapshots tracked
126
since May 2019
🤖Also on Android
$172/mo · 5K ratings · 4.7★
View →
ONE-TIME · BUILD
💰 Estimated build cost
$160K
↳ What it cost to build · not monthly revenue
Likely range $120K – $215K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Pays back in ~2.7y 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 (187 MB) | +$40K |
| ⚙ Shopping complexity ×1.30 | +$27K |
| ⚙ 7.3y maintenance × ~1-person team | +$44K |
Total estimate
$160K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$100K
↳ What it would sell for · not monthly revenue
Marketplace range $75K – $125K · 21× MRR multiple
💸
~0.6× 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 |
| 📅 7.3y proven track record | +20% |
| ⭐ ★ rating ≥ 4.7 (premium) | +15% |
| 🏷 Shopping category multiple | +2% |
Final multiple
21× MRR
👥 Estimated audience size
3.5M
Lifetime downloads (US-equivalent)
Monthly active
285K
Daily active
51K
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
| 📲 Shopping engagement | ~100 installs / rating |
| 📅 7.3y of rating accumulation | -30% |
| 🔁 Shopping D30 retention | 12% |
| 📍 DAU / MAU stickiness | 0.18 |
DAU / MAU
18% 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 | 187 MB |
| 🏷 Category context | Shopping |
| 📦 Mid-large iOS bundle | → Likely native Swift / UIKit (pre-2020 era) |
💀 Maintenance status
Active
5%
Last shipped 2026-09-01 · 25 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
| 📅 25 days since last update | Active development |
Verdict
Active
🔬
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 · 46/100MID TIERFREE (NO MONETIZATION)underperforming peersGrowth Velocity
5.0
Founder Strength
5.6
Product Quality
8.2
Revenue Strength
3.7
Monetization Maturity
0.5
Defensibility
5.3
Market Position
0.3
Operational Safety
7.8
- 💰 Revenue: Modest — $3K - $7K/mo · MID tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.86★ across 51,366 reviews — strong (top 10%).
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: Insufficient signal to assess trajectory.
- ⚠️ Risk: Moderate — rating drift -2.40 ★ (recent 50 vs lifetime).
🎯 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 ($8K/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:
| Mid install base (51,366 ratings)METRIC | +$5,500 | |
| Excellent rating (4.9★)METRIC | +$2,200 | |
| bugsREVIEW | −$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
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 · v2026.8.1
Thanks for using Capital One Auto Navigator! We make regular updates to our app to ensure your experience is top notch. Each new version of our app includes new features to allow you to do more in the app and improvements to make it faster and more reliable.
Feature Updates:… Full release notes →
Feature Updates:… Full release notes →
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Auto Navigator New & Used Cars
- Developer
- Capital One
- Bundle ID
- com.capitalone.COAF.AutoNavigator
- App Store URL
- Open in App Store
- Category
- Shopping
- Content rating
- 17+
- 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 Shopping
- 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 growth59,826 ratings+31223% lifetimeShow 3-year history estimate ▾
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.
🚀Update Frequency · Releases per Quarter5 releases tracked
🚀Version Release Timeline5 releases tracked
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
Take your car shopping on the go with Auto Navigator. Whether you’re looking to buy a new car or a used car, we’re here to help you find a new ride that works for both you and your finances.
Wondering how Auto Navigator works? It’s pretty simple:
SHOP FOR THE PERFECT CAR:
Choose from millions of new cars and used cars for sale nationwide to find the one you love. When you find a car you’re interested in, you can save it to compare with other cars you’ve favorited.
CUSTOMIZE YOUR SEARCH:… View full description on the official store →
Wondering how Auto Navigator works? It’s pretty simple:
SHOP FOR THE PERFECT CAR:
Choose from millions of new cars and used cars for sale nationwide to find the one you love. When you find a car you’re interested in, you can save it to compare with other cars you’ve favorited.
CUSTOMIZE YOUR SEARCH:… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 187 MB🔞 17+📱 iOS 17.0+🔖 v2026.8.1🔄 updated 3w ago🌐 EN📂 Shopping💰 Free🚀 Launched 2019 (7y old)
📅
What Worked™ · Development Pipeline
22 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 →
2026-09
🔧
Shipped update — v2026.7.1 → v2026.8.1
→ 30 days after: reviews +2,308 high confidence
2026-08
🔧
Shipped update — v2026.6.1 → v2026.7.1
→ 30 days after: reviews +4,616 high confidence
2026-07
🔧
Shipped update — v2026.5.2 → v2026.6.1
→ 30 days after: revenue −$1.3K/mo · reviews +4,526 high confidence
2026-06
🔧
Shipped update — v2026.4.3 → v2026.5.2
→ 30 days after: revenue −$1.3K/mo · reviews +4,609 medium · co-occurring
2026-05
📈
Crossed 50,000 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +2,391 medium · co-occurring
2026-05
🔧
Shipped update — v? → v2026.4.3
→ 30 days after: reviews +4,569 medium · co-occurring
2026-04
⭐
Rating ↑ 2.95 → 4.86 (improved 1.91★)
→ 30 days after: reviews +2,178 high confidence
2026-04
📈
Crossed 500 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +2,178 high confidence
2022-07
📈
Crossed 100 ratings — social-proof flywheel kicking in
2022-07
📈
Crossed 100 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +7 high confidence
2021-07
📈
Crossed 50 ratings — social-proof flywheel kicking in
→ 30 days after: rating −0.18★ · reviews +5 medium · co-occurring
2021-07
📈
Crossed 50 ratings — social-proof flywheel kicking in
→ 30 days after: rating −0.15★ · reviews +8 low · multiple changes
2020-01
⭐
Rating ↑ 2.46 → 3.06 (improved 0.60★)
→ 30 days after: rating +0.11★ high confidence
2019-11
⭐
Rating ↓ 2.57 → 2.18 (dropped 0.39★)
→ 30 days after: rating +0.28★ medium · co-occurring
2019-11
📈
Crossed 10 ratings — social-proof flywheel kicking in
→ 30 days after: rating +0.28★ medium · co-occurring
2019-11
📈
Crossed 10 ratings — social-proof flywheel kicking in
→ 30 days after: rating −0.11★ · reviews +6 low · multiple changes
2019-09
⭐
Rating ↓ 3.20 → 2.57 (dropped 0.63★)
→ 30 days after: rating −0.39★ high confidence
2019-09
⭐
Rating ↓ 3.20 → 2.83 (dropped 0.37★)
→ 30 days after: rating −0.63★ medium · co-occurring
2019-08
⭐
Rating ↑ 3.00 → 3.50 (improved 0.50★)
→ 30 days after: rating −0.63★ medium · co-occurring
2019-08
⭐
Rating ↓ 4.00 → 3.00 (dropped 1.00★)
→ 30 days after: rating −2.43★ · reviews +6 low · multiple changes
🗣
Voice of Customer
Based on 50 reviews across 1 markets● 56% positive · ● 22% neutral · ● 22% negative · Rating drift: -2.40★ (declining — recent 50: 2.46★ vs lifetime: 4.86★)
VADER compound sentiment per quarter (−1 = fully negative, +1 = fully positive). Each point ≥ 5 reviews.
Top praise themes
car ×7 easy ×6 under ×4 add ×3 filter ×3 save ×3
Top complaint themes
hit snag ×8 doesn work ×6 please fix ×3 search ×10 log ×7 after ×6 car ×5 works ×5
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for Auto Navigator New & Used Cars: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
More by Capital One
View all →📦 Portfolio summaryMID studio
3apps·$610K/mocombined
⚠ Concentrated — top app contributes 98% of combined revenue (single-app dependency)
About this analysis
Why high confidence: 51,366 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
10 answers · auto-generated from this app's public dataHow much does Auto Navigator New & Used Cars make per month?▴
Based on our ML-calibrated revenue forecast, Auto Navigator New & Used Cars 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 Auto Navigator New & Used Cars profitable?▴
With estimated build cost $160K and monthly revenue $5.0K, Auto Navigator New & Used Cars looks break-even-grade — payback period sits around 2.7 years. Profitability also depends on paid-acquisition spend and refund rate which the public model doesn't see.
How many users does Auto Navigator New & Used Cars have?▴
Estimated audience: ~3.5M lifetime downloads, ~285K monthly active users, and ~51K 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 Auto Navigator New & Used Cars?▴
Browse the full Shopping 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 Auto Navigator New & Used Cars built with?▴
Our heuristic places Auto Navigator New & Used Cars 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 Auto Navigator New & Used Cars still actively maintained?▴
Maintenance status: Active (5% abandonment risk). Last shipped version was 25 days ago. The risk score combines time-since-last-update with Editor's Choice / curated featuring + user-base maturity adjustments.
How much would Auto Navigator New & Used Cars 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 Auto Navigator New & Used Cars last updated?▴
Auto Navigator New & Used Cars last shipped a new version on 2026-09-01 — less than a month ago. This is the date Apple / Google last accepted a new build, not a content-only push.
Who makes Auto Navigator New & Used Cars?▴
Auto Navigator New & Used Cars is published by Capital One 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 Auto Navigator New & Used Cars's BU Score?▴
Auto Navigator New & Used Cars has a BU Score of 77/100 (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.