Calorie Manager: Walk & Reward
58
Quality Score
Solid
Calorie Manager: Walk & Reward
Medium confidence
✍️ bumetric analysis
“
Calorie Manager: Walk & Reward is an iOS app from Qili Software Technology (Guangzhou) Co. Ltd. in the Health & Fitness category, currently rated 4.6★ across 236 ratings. Initial signal reads as mostly critical sentiment so far: users flag rough edges and unmet expectations.
Quality Score is 58: Solid (established niche player). For a Health & Fitness 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
$500
per month
→
12-mo forecast
$437 – $1575
per month
→
24-mo forecast
$405 – $3644
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
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Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
ONE-TIME · BUILD
💰 Estimated build cost
$125K
↳ What it cost to build · not monthly revenue
Likely range $95K – $170K
$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 (274 MB) | +$40K |
| ⚙ Health & Fitness complexity ×1.40 | +$36K |
Total estimate
$125K
👥 Estimated audience size
16K
Lifetime downloads (US-equivalent)
Monthly active
3.6K
Daily active
1.2K
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
| 📲 Health & Fitness engagement | ~70 installs / rating |
| 🔁 Health & Fitness D30 retention | 22% |
| 📍 DAU / MAU stickiness | 0.35 |
DAU / MAU
33% sticky
🔬
How we forecast this revenue
LOW CONFIDENCEBaseline
$500/mo · ML-estimated from 234 triggers
Growth rate
+6.0% MoM · INDIE tier baseline (compound monthly)
6 months
$426 – $993
12 months
$437 – $1.6K
24 months
$405 – $3.6K
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 · 42/100INDIE TIERexpected for tierRevenue Strength
2.7
Product Quality
6.5
Market Position
2.0
Growth Velocity
5.0
Defensibility
3.1
Operational Safety
10.0
Founder Strength
3.0
Monetization Maturity
1.0
- 💰 Revenue: Marginal — $200 - $1250/mo · INDIE tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.61★ across 236 reviews — solid.
- 📍 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-$16K.
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 6 of 6 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| Excellent rating (4.6★)METRIC | +$2,200 | |
| cancelledREVIEW | −$1,500 | |
| Multilingual (22 languages)METRIC | +$1,500 | |
| Established app (4y old)METRIC | +$800 | |
| Ad-supported / freemiumMETRIC | +$600 | |
| Early-stage install base (236 ratings)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 · v2.1.5
1.Fixed known issues and optimized performanc
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Calorie Manager: Walk & Reward
- Developer
- Qili Software Technology (Guangzhou) Co. Ltd.
- Bundle ID
- com.mornstar.calculator
- App Store URL
- Open in App Store
- Category
- Health & Fitness
- Content rating
- 17+
- Languages
- AR, CS, DA, NL, EN, FR, DE, ID, IT, JA, KO, MS, PT, RO, RU, ZH, ES, SV, TH, ZH, TR, VI
Company
- Website
- Not found
- Tagline
- Not found
- Description
- Not found
- 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
- $195/mo
- Top-grossing rank
- Outside top 100 in US Health & Fitness
- 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 growth236 ratings+11700% lifetimeShow 3-year history estimate ▾
Tracked (7 weeks) Pre-tracking estimate (37 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
【Data Tracking】
Quickly record water intake, weight, sleep, exercise, and diet data, with weekly data view and data changes available anytime
【Goal Customization】
Set daily step goals, daily water intake goals, and weight goals to continuously motivate yourself toward becoming a better you
【Food Lookup】
Massive food database with clear nutritional information and calories at a glance. Eat smart, see visible results.
● Contact Us
qiligz2021@163.com
● Privacy & Security
Calculator will never collect any personal information without your explicit consent.
● Privacy Policy
https://docs.google.… View full description on the official store →
Quickly record water intake, weight, sleep, exercise, and diet data, with weekly data view and data changes available anytime
【Goal Customization】
Set daily step goals, daily water intake goals, and weight goals to continuously motivate yourself toward becoming a better you
【Food Lookup】
Massive food database with clear nutritional information and calories at a glance. Eat smart, see visible results.
● Contact Us
qiligz2021@163.com
● Privacy & Security
Calculator will never collect any personal information without your explicit consent.
● Privacy Policy
https://docs.google.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 274 MB🔞 17+📱 iOS 15.0+🔖 v2.1.5🔄 updated 0d ago🌐 AR, CS, DA, NL, EN +17📂 Health & Fitness💰 Free
📅
What Worked™ · Development Pipeline
7 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 ↑ 1.33 → 4.61 (improved 3.28★)
2026-05
📈
Crossed 10 ratings — social-proof flywheel kicking in
2026-03
⭐
Rating ↓ 4.50 → 1.33 (dropped 3.17★)
2026-03
⭐
Rating ↑ 1.40 → 4.50 (improved 3.10★)
2026-03
📈
Crossed 10 ratings — social-proof flywheel kicking in
2025-10
⭐
Rating ↑ 1.00 → 1.67 (improved 0.67★)
2022-07
🚀
First tracked snapshot — initial data captured
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇺🇸 US | 4.61465★ | 314 | 4.61465★ this version |
| 🇬🇧 GB | 4.49206★ | 63 | 4.49206★ this version |
| 🇩🇪 DE | 4.53333★ | 90 | 4.53333★ this version |
| 🇫🇷 FR | 4.53932★ | 89 | 4.53932★ this version |
| 🇯🇵 JP | 4.03922★ | 51 | 4.03922★ this version |
| 🇨🇦 CA | 4.4878★ | 41 | 4.4878★ this version |
| 🇦🇺 AU | 3.7★ | 10 | 3.7★ this version |
| 🇧🇷 BR | 4.75★ | 4 | 4.75★ this version |
| 🇮🇳 IN | 5★ | 2 | 5★ this version |
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for Calorie Manager: Walk & Reward: 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: 236 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does Calorie Manager make per month?▴
Based on our ML-calibrated revenue forecast, Calorie Manager earns approximately $195/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 Calorie Manager?▴
Browse the full Health & Fitness 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 Calorie Manager?▴
Calorie Manager is published by Qili Software Technology (Guangzhou) Co. Ltd. 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 Calorie Manager's BU Score?▴
Calorie Manager has a BU Score of 58/100 (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.