Reliable Flashlight
57
Quality Score
Solid
βοΈ Bumetric analysis
“
Reliable Flashlight is an Android app from Interesting Apps & Games in the Tools category, currently rated 4.0β across 1,972 ratings. Initial signal reads as largely positive sentiment, users highlighting consistency and feature depth.
Quality Score is 57: Solid (established niche player). For a Tools 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.
π° Monthly revenue Β· now vs forecast
β Right now
$5.0K
per month
β
12-mo forecast
$5.2K β $10.8K
per month
β
24-mo forecast
$6.4K β $19.2K
per month
MID tier
π‘ Grow this revenue
Free AI audit of this appβs store listing
- Title & subtitle keyword fit
- Description hook & conversion structure
- Screenshots, ratings, reviews strategy
Typical impact: +2-5Γ organic installs
π Performance Tracking LIVE
1 snapshots on record
Rating
4.0
Reviews
1,972 reviews
Forecast Revenue / mo
$5.0K
Snapshots tracked
1
since May 2026
ONE-TIME Β· BUILD
π° Estimated build cost
$145K
β³ What it cost to build Β· not monthly revenue
Likely range $110K β $195K
$25K Β· MVP floor
$100K Β· indie scale
$500K+ Β· studio build
π
Pays back in ~2.4y at current MRR
Synthetic estimate. Inputs: category complexity, file size, screen count, monetization layer, platform reach, age Γ team-size proxy. Calibrated against 2024-2026 indie-agency rate surveys. Full math + source list on /methodology.
Where the money goes
| 𧱠MVP baseline (design + 1-store ship) | +$28K |
| π± 5 unique screens Γ $4.5K | +$22K |
| β Tools complexity Γ0.90 | $-5049 |
| π Cross-platform reach (iOS + Android) | +$24K |
| β 12.2y maintenance Γ ~1-person team | +$73K |
Total estimate
$145K
ONE-TIME Β· EXIT VALUE
π΅ Estimated acquisition value
$75K
β³ What it would sell for Β· not monthly revenue
Marketplace range $50K β $100K Β· 17Γ MRR multiple
πΈ
~0.5Γ 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
| πΊ Ad-supported base | 15Γ MRR |
| π 12.2y proven track record | +20% |
| π· Tools category multiple | -8% |
Final multiple
17Γ MRR
π₯ Estimated audience size
260K
Lifetime downloads (US-equivalent)
Monthly active
22K
Daily active
3.9K
Synthetic estimate from ratings Γ category benchmarks. Calibrated against 2024-2026 mobile-attribution retention + DAU/MAU reports. Numbers are US-storefront-equivalent β true global audience can be 5-10Γ larger for international apps. Full math + source list on /methodology.
How we sized it
| π² Tools engagement | ~190 installs / rating |
| π 12.2y of rating accumulation | -30% |
| π Tools D30 retention | 22% |
| π DAU / MAU stickiness | 0.18 |
DAU / MAU
18% sticky
π Estimated tech stack
π€
Native Android (Kotlin)
High confidence Β· 80%
Also possible
Flutter
Heuristic guess from app bundle size, category, store description signals, and release-date stack era. Bumetric does not disassemble binaries β 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
| π· Category context | Tools |
| π¦ Compact Android bundle | β Native Kotlin |
π¬
How we forecast this revenue
MEDIUM CONFIDENCEBaseline
$5.0K/mo Β· ML-estimated from 234 triggers
Growth rate
+4.0% MoM Β· MID tier baseline (compound monthly)
6 months
$4.7K β $7.9K
12 months
$5.2K β $10.8K
24 months
$6.4K β $19.2K
Compound growth at +4.0% MoM (tier baseline for MID). Range widens with horizon β typical noise band Β±25% at 6mo.. Ranges widen with horizon β distant futures carry more uncertainty.
π
BU Investment Matrix
Below median Β· 50/100MID TIERunderperforming peersGrowth Velocity
5.0
Founder Strength
5.6
Product Quality
7.3
Revenue Strength
3.7
Monetization Maturity
1.0
Defensibility
7.5
Market Position
0.0
Operational Safety
10.0
- π° Revenue: Modest β $3K - $7K/mo Β· MID tier Β· medium confidence, trajectory unclear.
- β Quality: 4.05β across 1,972 reviews β solid.
- π Market: Not yet charting in any of the 9 monitored markets.
- π Growth: Insufficient signal to assess trajectory.
- β οΈ Risk: Low β no material risk signals detected.
π― For competitors: Mixed picture. Worth competing if you have a clear UX or pricing edge β otherwise crowded segment.
π΅ For acquirers: Estimated asking range 18-32Γ monthly = $90K-$160K.
Composite of 8 dimensions computed deterministically from public signals β no LLM, every score traces back to a measurable input. Default weights shown; "compete" / "acquire" / "invest" lenses re-weight without re-fetching.
Range:
π° Forecast Revenue / mo
MODELRevenue forecast computed from BU's 234 trigger model on each snapshot. Calibrated against ground-truth from 58 verified-revenue apps.
π¬Forecast Breakdown β Why This Estimate?Top 5 of 5 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| Low install base (1,972 ratings)METRIC | +$1,500 | |
| Mature app (12y old)METRIC | +$1,500 | |
| slowREVIEW | β$1,200 | |
| Good rating (4.0β )METRIC | +$800 | |
| Ad-supported / freemiumMETRIC | +$600 |
METRIC = structural app data Β· REVIEW = mined from user reviews Β· β VERIFIED = Stripe-verified anchor (TrustMRR)
π Reviews Growth
LIVECumulative review count from first BU snapshot. Each point = a tracked update.
β Rating Trend
LIVEAverage rating evolution. Updates with each new review batch.
Profile & Insights
Everything we know β and don't β about this app and its company.
Identification
- App name
- Reliable Flashlight
- Developer
- Interesting Apps & Games
- Bundle ID
- com.bce.reliable.flashlight
- App Store URL
- Open in App Store
- Category
- Tools
- Content rating
- Not found
- Languages
- Not found
Company
- Website
- www.facebook.com
- Tagline
- Not found
- Description
- Not found
- Founded
- Not found
- HQ / Address
- Not found
- Employees
- Not found
- Logo
- Not found
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
- 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.
Profile is built from iTunes Lookup + developer site scrape + ML revenue model. Empty fields show "Not found" β additional sources (Crunchbase, X, IndieHackers, Acquire.com) coming.
π About this app
β’ Camera Live View Option. π
β’ Simple design made for easy use and more reliability.
β’ Maximum brightness of your LED light makes it the brightest flashlight on the store.
β’ Reliable flashlight, since it remains active while make/receive calls, launch another app, screen locks, etc.
Simple and reliable flashlight with camera, good design and handy feature for more reliability. Press big button to turn torch on/off. Press small camera button to activate a back camera, it is a simple solution for a hardly approachable places.β¦ View full description on the official store β
β’ Simple design made for easy use and more reliability.
β’ Maximum brightness of your LED light makes it the brightest flashlight on the store.
β’ Reliable flashlight, since it remains active while make/receive calls, launch another app, screen locks, etc.
Simple and reliable flashlight with camera, good design and handy feature for more reliability. Press big button to turn torch on/off. Press small camera button to activate a back camera, it is a simple solution for a hardly approachable places.β¦ View full description on the official store β
π vVaries with deviceπ Toolsπ° FreeπΊ Ad-supportedπ Launched 2014 (12y old)
π§ͺ
Tech & Domain Intel β facebook.com
- Tech stack
- Google Workspace Β· Meta (Facebook) Ads
Derived from public RDAP + DNS TXT records (no scraping, no login).
π
Track this appβs revenue
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π Description
95
BU Score Β· Transcendent
Full revenue analysis
Read the article-style breakdown for Reliable Flashlight: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
More by Interesting Apps & Games
View all βπ¦ Portfolio summaryINDIE studio
14appsΒ·$34K/mocombined
β Diversified β top app contributes 14%; risk spread across portfolio
About this analysis
Why medium confidence: 1,972 ratings Β· no founder-verified revenue (model estimate only).
β Frequently Asked Questions
8 answers Β· auto-generated from this app's public dataHow much does Reliable Flashlight make per month?β΄
Based on our ML-calibrated revenue forecast, Reliable Flashlight 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 Reliable Flashlight profitable?β΄
With estimated build cost $145K and monthly revenue $5.0K, Reliable Flashlight looks break-even-grade β payback period sits around 2.4 years. Profitability also depends on paid-acquisition spend and refund rate which the public model doesn't see.
How many users does Reliable Flashlight have?β΄
Estimated audience: ~260K lifetime downloads, ~22K monthly active users, and ~3K daily active users. Derived from ratings count Γ category installs-per-rating Γ age decay. US-storefront-equivalent β global audience can be 5-10Γ larger for internationally-distributed apps.
What apps are like Reliable Flashlight?β΄
Browse the full Tools 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 Reliable Flashlight built with?β΄
Our heuristic places Reliable Flashlight on the Native Android (Kotlin) stack (High confidence, 80%). Signals: app bundle size, category context, store-description markers, release-date era. We don't disassemble binaries. Alternative possibilities: Flutter.
How much would Reliable Flashlight sell for?β΄
Estimated acquisition value: $75K (marketplace range $50K β $100K). Calculated as 17Γ 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 Reliable Flashlight?β΄
Reliable Flashlight is published by Interesting Apps & Games on the Google Play 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 Reliable Flashlight's BU Score?β΄
Reliable Flashlight has a BU Score of 57/100 (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.