Rivian
65
Quality Score
Solid
Rivian
Medium confidence
✍️ bumetric analysis
“
Rivian is an iOS app from Rivian in the Travel category, currently rated 4.5★ across 1,261 ratings. Initial signal reads as mostly critical sentiment so far: users flag rough edges and unmet expectations.
Quality Score is 65: Solid (established niche player). For a Travel 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
$537
per month
→
12-mo forecast
$470 – $1694
per month
→
24-mo forecast
$435 – $3919
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
Loading…
Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
ONE-TIME · BUILD
💰 Estimated build cost
$120K
↳ What it cost to build · not monthly revenue
Likely range $90K – $160K
$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 |
| 📦 Asset bundle (319 MB) | +$40K |
| ⚙ Travel complexity ×1.30 | +$27K |
Total estimate
$120K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$30K
↳ What it would sell for · not monthly revenue
Marketplace range $20K – $40K · 16× MRR multiple
💸
~0.2× 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 ≥ 4.4 (solid) | +8% |
Final multiple
16× MRR
👥 Estimated audience size
135K
Lifetime downloads (US-equivalent)
Monthly active
13K
Daily active
2.0K
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
| 📲 Travel engagement | ~110 installs / rating |
| 🔁 Travel D30 retention | 10% |
| 📍 DAU / MAU stickiness | 0.15 |
DAU / MAU
15% sticky
🔬
How we forecast this revenue
LOW CONFIDENCEBaseline
$537/mo · ML-estimated from 234 triggers
Growth rate
+6.0% MoM · INDIE tier baseline (compound monthly)
6 months
$458 – $1.1K
12 months
$470 – $1.7K
24 months
$435 – $3.9K
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 · 43/100INDIE TIERexpected for tierRevenue Strength
2.7
Product Quality
8.1
Market Position
0.0
Growth Velocity
5.0
Defensibility
3.2
Operational Safety
10.0
Founder Strength
4.3
Monetization Maturity
1.0
- 💰 Revenue: Marginal — $215 - $1344/mo · INDIE tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.48★ across 1,261 reviews — strong (top 10%).
- 📍 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-$17K. Portfolio play ($1K/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:
| bugsREVIEW | −$1,800 | |
| 5 starREVIEW | +$1,800 | |
| excellent appREVIEW | +$1,500 | |
| Low install base (1,261 ratings)METRIC | +$1,500 | |
| slowREVIEW | −$1,200 | |
| Good rating (4.5★)METRIC | +$800 | |
| Established app (4y 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.
🆕 What's New · v3.12.0
This release includes AI-powered personalization and an all-new security feature. Requires 2026.15 or later.
• Sync your Google Calendar with Rivian Assistant for access to reminders and events
• Manage your Memory to personalize your in-vehicle experience… Full release notes →
• Sync your Google Calendar with Rivian Assistant for access to reminders and events
• Manage your Memory to personalize your in-vehicle experience… Full release notes →
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Rivian
- Developer
- Rivian
- Bundle ID
- com.rivian.ios.consumer
- App Store URL
- Open in App Store
- Category
- Travel
- Content rating
- 17+
- Languages
- EN, FR
Company
- Website
- Not found
- Tagline
- Rivian: Electric Vehicles Designed For Adventure
- Description
- Discover Rivian's long-range electric vehicles, innovative EV trucks, SUVs and vans built for adventure. Join the movement towards a sustainable future.
- Founded
- Not found
- HQ / Address
- Not found
- Employees
- Not found
- Logo
- Available
Revenue
- Verified revenue / mo
- Not found
- AI revenue estimate / mo
- Not found
- AI annual estimate
- Not found
- ML model estimate / mo
- $1.8K/mo
- Top-grossing rank
- Outside top 100 in US Travel
- 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 growth1,261 ratings+105% lifetimeShow 3-year history estimate ▾
Tracked (50 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
The Rivian app works with your R1T and R1S to make driving and owning your Rivian simple. Use your phone as a key, manage charging sessions, tap into support and so much more:
• Accept delivery of your Rivian
• Make your phone a key to your R1T or R1S
• Lock and unlock your vehicle remotely
• Warm up or cool down your vehicle before you get in
• Plan trips in the app to see recommended routes and charging stops based on your preferences
• Search the map for points of interest and nearby chargers—and send any destination to your vehicle… View full description on the official store →
• Accept delivery of your Rivian
• Make your phone a key to your R1T or R1S
• Lock and unlock your vehicle remotely
• Warm up or cool down your vehicle before you get in
• Plan trips in the app to see recommended routes and charging stops based on your preferences
• Search the map for points of interest and nearby chargers—and send any destination to your vehicle… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 319 MB🔞 17+📱 iOS 18.0+🔖 v3.12.0🔄 updated 0d ago🌐 EN, FR📂 Travel💰 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
⭐
Rating ↑ 3.22 → 4.48 (improved 1.26★)
2026-05
📈
Crossed 500 ratings — social-proof flywheel kicking in
2026-03
⭐
Rating ↓ 4.50 → 3.24 (dropped 1.26★)
2026-03
⭐
Rating ↑ 3.25 → 4.50 (improved 1.25★)
2026-03
📈
Crossed 500 ratings — social-proof flywheel kicking in
2024-10
📈
Crossed 100 ratings — social-proof flywheel kicking in
2023-04
📈
Crossed 50 ratings — social-proof flywheel kicking in
2021-09
⭐
Rating ↓ 5.00 → 4.67 (dropped 0.33★)
2021-09
📈
Crossed 10 ratings — social-proof flywheel kicking in
2021-09
🚀
First tracked snapshot — initial data captured
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for Rivian: 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: 1,261 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does Rivian make per month?▴
Based on our ML-calibrated revenue forecast, Rivian earns approximately $1.8K/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 Rivian?▴
Browse the full Travel 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 Rivian?▴
Rivian is published by Rivian 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 Rivian's BU Score?▴
Rivian has a BU Score of 65/100 (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.