ShiftFlow: Track Team Hours
75
Quality Score
Strong
ShiftFlow: Track Team Hours
Medium confidence
✍️ bumetric analysis
“
ShiftFlow: Track Team Hours is an iOS app from Pixnbit Inc. in the Business category, currently rated 4.8★ across 1,972 ratings. Initial signal reads as largely positive sentiment, users highlighting consistency and feature depth.
Quality Score is 75: Strong (healthy traction). For a Business 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
$8.4K
per month
→
12-mo forecast
$8.7K – $18.2K
per month
→
24-mo forecast
$10.8K – $32.4K
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
ONE-TIME · BUILD
💰 Estimated build cost
$135K
↳ What it cost to build · not monthly revenue
Likely range $100K – $180K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Pays back in ~8 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 (185 MB) | +$40K |
| ⚙ Business complexity ×1.50 | +$45K |
Total estimate
$135K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$325K
↳ What it would sell for · not monthly revenue
Marketplace range $250K – $425K · 19× MRR multiple
💸
~2.4× 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% |
| 🏷 Business category multiple | +10% |
Final multiple
19× MRR
👥 Estimated audience size
125K
Lifetime downloads (US-equivalent)
Monthly active
27K
Daily active
8.2K
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
| 📲 Business engagement | ~65 installs / rating |
| 🔁 Business D30 retention | 22% |
| 📍 DAU / MAU stickiness | 0.30 |
DAU / MAU
30% sticky
🔬
How we forecast this revenue
MEDIUM CONFIDENCEBaseline
$8.4K/mo · ML-estimated from 234 triggers
Growth rate
+4.0% MoM · MID tier baseline (compound monthly)
6 months
$8.0K – $13.3K
12 months
$8.7K – $18.2K
24 months
$10.8K – $32.4K
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 · 50/100MID TIERunderperforming peersGrowth Velocity
5.0
Founder Strength
5.3
Product Quality
8.7
Revenue Strength
3.9
Monetization Maturity
1.0
Defensibility
4.2
Market Position
2.0
Operational Safety
10.0
- 💰 Revenue: Modest — $5K - $12K/mo · MID tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.81★ across 1,972 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 = $151K-$269K. Portfolio play ($18K/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 9 of 9 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| Paid app ($0.00)METRIC | +$2,800 | |
| Excellent rating (4.8★)METRIC | +$2,200 | |
| bugsREVIEW | −$1,800 | |
| 5 starREVIEW | +$1,800 | |
| excellent appREVIEW | +$1,500 | |
| Low install base (1,972 ratings)METRIC | +$1,500 | |
| Multilingual (37 languages)METRIC | +$1,500 | |
| highly recommendREVIEW | +$1,400 | |
| Growing app (2y old)METRIC | +$200 |
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 · v16.0.0
Kiosk-Only Clock-Ins: A new mode that sends all clock-ins through your shared kiosk — not personal phones. A single device, one simple routine — for the whole team.… Full release notes →
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- ShiftFlow: Track Team Hours
- Developer
- Pixnbit Inc.
- Bundle ID
- app.shiftFlow
- App Store URL
- Open in App Store
- Category
- Business
- Content rating
- 4+
- Languages
- AR, BG, HR, CS, DA, NL, EN, ET, FI, FR, DE, EL, HE, HU, ID, IT, JA, KO, LV, LT, MS, NB, PL, PT, RO, RU, SR, ZH, SK, SL, ES, SV, TH, ZH, TR, UK, VI
Company
- Website
- Not found
- Tagline
- TRACKING WORK HOURS HAS NEVER BEEN EASIER
- Description
- ShiftFlow helps Field Teams & Local Businesses track work hours and manage shifts easily. Keep everyone organized, reduce errors, and save time every day.
- Founded
- Not found
- HQ / Address
- Not found
- Employees
- Not found
- Logo
- Not found
Revenue
- Verified revenue / mo
- Not found
- AI revenue estimate / mo
- Not found
- AI annual estimate
- Not found
- ML model estimate / mo
- $16.8K/mo
- Top-grossing rank
- Outside top 100 in US Business
- 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 growth1,972 ratings+901% lifetimeShow 3-year history estimate ▾
Tracked (50 weeks) Pre-tracking estimate (30 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
Your team deserves better than messy spreadsheets or clunky and complicated systems. ShiftFlow is a complete time and attendance solution built around how your team actually works. From real-time clock-ins and GPS verification to smart shift scheduling and one-click timesheet exports, we help you save time today — so you can build a stronger business tomorrow.
Built for Real Teams, Real Workflows
• Get up and running in seconds – No complex setup or onboarding required
• Scheduling made simple – Plan shifts and manage availability in one place… View full description on the official store →
Built for Real Teams, Real Workflows
• Get up and running in seconds – No complex setup or onboarding required
• Scheduling made simple – Plan shifts and manage availability in one place… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 185 MB🔞 4+📱 iOS 15.0+🔖 v16.0.0🔄 updated 0d ago🌐 AR, BG, HR, CS, DA +32📂 Business💰 Paid
📅
What Worked™ · Development Pipeline
6 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: paid → free
2026-03
📈
Crossed 500 ratings — social-proof flywheel kicking in
2025-06
📈
Crossed 100 ratings — social-proof flywheel kicking in
2024-10
📈
Crossed 50 ratings — social-proof flywheel kicking in
2023-11
📈
Crossed 10 ratings — social-proof flywheel kicking in
2023-11
🚀
First tracked snapshot — initial data captured
🔎
ASO Keyword Positions
BEST RANK #36Ranked for 1 App Store search query in our last keyword sweep. Lower position = closer to the top.
time tracker·#36🇺🇸
Last sweep: 2026-05-19 · iTunes Search API
🧪
Tech & Domain Intel — shiftflow.app
- Mail provider
- Zoho Mail
- Tech stack
- AWS SES
Derived from public RDAP + DNS TXT records (no scraping, no login).
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇦🇺 AU | 4.84211★ | 19 | 4.84211★ this version |
| 🇧🇷 BR | 5★ | 4 | 5★ this version |
| 🇨🇦 CA | 4.66346★ | 208 | 4.66346★ this version |
| 🇩🇪 DE | 5★ | 1 | 5★ this version |
| 🇫🇷 FR | 5★ | 3 | 5★ this version |
| 🇬🇧 GB | 4.88679★ | 53 | 4.88679★ this version |
| 🇮🇳 IN | 5★ | 2 | 5★ this version |
| 🇯🇵 JP | 0★ | 0 | — |
| 🇺🇸 US | 4.81034★ | 2,030 | 4.81034★ this version |
🔔
Track this app’s revenue
FREEGet an email when revenue moves by your threshold. No spam, unsubscribe in one click.
📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for ShiftFlow: Track Team Hours: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
More by Pixnbit Inc.
View all →📦 Portfolio summaryINDIE studio
2apps·$18K/mocombined
⚠ Concentrated — top app contributes 93% of combined revenue (single-app dependency)
Similar apps in Business
About this analysis
Why medium confidence: 1,972 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does ShiftFlow make per month?▴
Based on our ML-calibrated revenue forecast, ShiftFlow earns approximately $16K/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 ShiftFlow?▴
Browse the full Business 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 ShiftFlow?▴
ShiftFlow is published by Pixnbit 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 ShiftFlow's BU Score?▴
ShiftFlow has a BU Score of 75/100 (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.