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My Firestone

77
Quality Score
Strong

My Firestone

High confidence
4.8 ✍️ Editor
✍️ bumetric analysis

My Firestone is an iOS app from Bridgestone Retail Operations, LLC in the Travel category, currently rated 4.8★ across 55,405 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 Travel 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
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📊 Performance Tracking LIVE

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idle
0%
Rating
Reviews
Forecast Revenue / mo
Snapshots tracked
0
since first record
ONE-TIME · BUILD💰 Estimated build cost
$75K
What it cost to build · not monthly revenue
Likely range $55K – $100K
$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 (69 MB)+$7K
Travel complexity ×1.30+$17K
Total estimate$75K
ONE-TIME · EXIT VALUE💵 Estimated acquisition value
$20K
What it would sell for · not monthly revenue
Marketplace range $15K – $30K · 17× MRR multiple
💸~0.3× 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 base15× MRR
★ rating ≥ 4.7 (premium)+15%
Final multiple17× MRR
👥 Estimated audience size
6.0M
Lifetime downloads (US-equivalent)
Monthly active
605K
Daily active
90K

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 retention10%
📍DAU / MAU stickiness0.15
DAU / MAU15% sticky
🔬

How we forecast this revenue

MEDIUM CONFIDENCE
Baseline
$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 · 42/100MID TIERFREE (NO MONETIZATION)underperforming peers
GrowthFounderQualityRevenueMonetiz.MoatMarketSafety
Growth Velocity
5.0
Founder Strength
4.1
Product Quality
8.2
Revenue Strength
3.7
Monetization Maturity
0.5
Defensibility
4.5
Market Position
0.3
Operational Safety
7.5
  • 💰 Revenue: Modest — $3K - $7K/mo · MID tier · medium confidence, trajectory unclear.
  • ⭐ Quality: 4.84★ across 55,405 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 -0.94 ★ (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.
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

MODEL
Revenue 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 11 of 11 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
Mid install base (55,405 ratings)METRIC
+$5,500
Excellent rating (4.8★)METRIC
+$2,200
bugsREVIEW
−$1,800
5 starREVIEW
+$1,800
cancelledREVIEW
−$1,500
excellent appREVIEW
+$1,500
Mature app (14y old)METRIC
+$1,500
highly recommendREVIEW
+$1,400
slowREVIEW
−$1,200
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

LIVE
Cumulative review count from first BU snapshot. Each point = a tracked update.

⭐ Rating Trend

LIVE
Average rating evolution. Updates with each new review batch.
App Specs
🔐 Own this app? Claim & verify MRR →
💾 69 MB🔞 4+📱 iOS 16.0+🔖 v7.0.7🔄 updated 0d ago🌐 EN📂 Travel💰 Paid

📝 About this app

Take Control of Your Car

Now, you can take our crew with you! The all-new app from Firestone Complete Auto Care helps you stay on top of vehicle maintenance, track service appointments, request roadside assistance, even get special offers and deals. Download the free app today.

TRACK MAINTENANCE – Get alerts for upcoming maintenance and service recommendations from your vehicle’s manufacturer.

REVIEW HISTORY – Access the details of each and every Firestone Complete Auto Care service visit in your vehicle’s history, right from your mobile device.… View full description on the official store →

🆕 What's New · v7.0.7

Updates to store pages UI for California stores and adjustments to our services list.
📅

What Worked™ · Development Pipeline

11 EVENTS TRACKED
Detected 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
Rating ↑ 3.24 → 4.80 (improved 1.56★)
2026-03
📈
Crossed 1,000 ratings — social-proof flywheel kicking in
2026-02
📈
Crossed 500 ratings — social-proof flywheel kicking in
2022-01
📈
Crossed 100 ratings — social-proof flywheel kicking in
2020-11
📈
Crossed 50 ratings — social-proof flywheel kicking in
2019-11
📈
Crossed 10 ratings — social-proof flywheel kicking in
2019-11
Rating ↓ 2.33 → 2.00 (dropped 0.33★)
2019-10
Rating ↓ 3.00 → 2.33 (dropped 0.67★)
2019-10
🚀
First tracked snapshot — initial data captured
2019-10
Rating ↑ 1.00 → 3.00 (improved 2.00★)
🗣

Voice of Customer

Based on 500 reviews across 1 markets
● 64% positive  ·  ● 11% neutral  ·  ● 26% negative  ·  Rating drift: -0.94★ (declining — recent 50: 3.9★ vs lifetime: 4.84★)
−10+12020-Q22020-Q42021-Q42022-Q22022-Q42023-Q22023-Q42024-Q22024-Q42025-Q22025-Q42026-Q2
VADER compound sentiment per quarter (−1 = fully negative, +1 = fully positive). Each point ≥ 5 reviews.
Top praise themes
customer service ×19 oil change ×11 schedule appointment ×10 user friendly ×9 take care ×7 auto care ×6 service service ×6 easy navigate ×6
Top complaint themes
service records ×18 service history ×17 doesn work ×13 schedule appointment ×12 phone number ×11 credit card ×9 call store ×8 oil change ×8
🔔

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Profile & Insights

Everything we know — and don't — about this app and its company.

Identification

App name
My Firestone
Developer
Bridgestone Retail Operations, LLC
Bundle ID
com.rideminderapp
App Store URL
Open in App Store
Category
Travel
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

Verified revenue / mo
Not found
AI revenue estimate / mo
Not found
AI annual estimate
Not found
ML model estimate / mo
$1.2K/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 growth55,405 ratings+26% lifetimeShow 3-year history estimate ▾Jun 2023Oct 2025May 2026
Tracked (53 weeks) Pre-tracking estimate (35 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.

📝 Description

95
BU Score · Transcendent

Similar apps in Travel

Full revenue analysis
Read the article-style breakdown for My Firestone: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
Read deep-dive →
About this analysis
ZCAnalyzed by Zakhar Chumak · founder, bumetric·Full methodology·High confidence

Why high confidence: 55,405 ratings · no founder-verified revenue (model estimate only).

Frequently Asked Questions

7 answers · auto-generated from this app's public data
How much does My Firestone make per month?
Based on our ML-calibrated revenue forecast, My Firestone earns approximately $1.2K/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 My Firestone profitable?
With estimated build cost $75K and monthly revenue $1.2K, My Firestone looks well below break-even — current monthly revenue is much smaller than the estimated build cost. Profitability also depends on paid-acquisition spend and refund rate which the public model doesn't see.
How many users does My Firestone have?
Estimated audience: ~6.0M lifetime downloads, ~605K monthly active users, and ~90K 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 My Firestone?
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.
How much would My Firestone sell for?
Estimated acquisition value: $20K (marketplace range $15K – $30K). Calculated as 17× 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.
Who makes My Firestone?
My Firestone is published by Bridgestone Retail Operations, LLC 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 My Firestone's BU Score?
My Firestone 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.