ChowTracker
61
Quality Score
Solid
ChowTracker
Medium confidence
✍️ bumetric analysis
“
ChowTracker is an iOS app from Jamie Botham in the Health & Fitness category, currently rated 4.7★ across 625 ratings. Initial signal reads as largely positive sentiment, users highlighting consistency and feature depth.
Quality Score is 61: 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 tierFREE
💡 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
$70K
↳ What it cost to build · not monthly revenue
Likely range $50K – $95K
$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 |
| ⚙ Health & Fitness complexity ×1.40 | +$20K |
Total estimate
$70K
👥 Estimated audience size
43K
Lifetime downloads (US-equivalent)
Monthly active
9.5K
Daily active
3.3K
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
35% 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)
Direction
Headwinds: review-mined risks present, low defensibility moat
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
Pre-traction · 30/100INDIE TIERFREE (NO MONETIZATION)limited signalGrowth Velocity
5.0
Founder Strength
3.2
Product Quality
5.1
Revenue Strength
2.7
Monetization Maturity
0.5
Defensibility
2.3
Market Position
2.0
Operational Safety
3.3
- 💰 Revenue: Marginal — $200 - $1250/mo · INDIE tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.72★ across 625 reviews — below category median.
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: Insufficient signal to assess trajectory.
- ⚠️ Risk: High — 6% subscription complaints, bug mentions above category norm, rating drift -0.87 ★ (recent 50 vs lifetime).
🎯 For competitors: Vulnerable. Quality drift + slow updates create a clear opening for a fresh competitor with active dev cadence.
💵 For acquirers: Estimated asking range 12-22× monthly = $6K-$11K. Discount applied for operational risk..
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 5 of 5 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| Excellent rating (4.7★)METRIC | +$2,200 | |
| Ad-supported / freemiumMETRIC | +$600 | |
| Early-stage install base (625 ratings)METRIC | +$400 | |
| Single-language (English only)METRIC | −$400 | |
| Growing app (1y 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 · v1.13.1
+ Added Dark Mode
+ Improved widget UI to match in app customisation
+ Fixed bugs with fitness tracking
+ Enhanced many other UI aspects of the app for a cleaner look and feel.
+ Improved widget UI to match in app customisation
+ Fixed bugs with fitness tracking
+ Enhanced many other UI aspects of the app for a cleaner look and feel.
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- ChowTracker
- Developer
- Jamie Botham
- Bundle ID
- com.jay4871.ChowTracker
- App Store URL
- Open in App Store
- Category
- Health & Fitness
- 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
- $144/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 growth692 ratings+754% lifetimeShow 3-year history estimate ▾
Tracked (29 weeks) Pre-tracking estimate (14 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
ChowTracker: Nutrition & Meal Tracking
Take control of your nutrition with ChowTracker, the intelligent food tracking app designed to make healthy eating simple and sustainable. Whether you're managing weight, building muscle, or improving overall wellness, ChowTracker provides personalised nutrition insights tailored to your unique goals.
KEY FEATURES:
• Personalised Nutrition Goals - Get custom calorie and macro targets based on your body, activity level, and goals
• Quick Logging - Easily log meals, water intake, and weight with our intuitive interface… View full description on the official store →
Take control of your nutrition with ChowTracker, the intelligent food tracking app designed to make healthy eating simple and sustainable. Whether you're managing weight, building muscle, or improving overall wellness, ChowTracker provides personalised nutrition insights tailored to your unique goals.
KEY FEATURES:
• Personalised Nutrition Goals - Get custom calorie and macro targets based on your body, activity level, and goals
• Quick Logging - Easily log meals, water intake, and weight with our intuitive interface… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 36 MB🔞 4+📱 iOS 15.1+🔖 v1.13.1🔄 updated 0d ago🌐 EN📂 Health & Fitness💰 Paid
📅
What Worked™ · Development Pipeline
9 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 ↑ 3.81 → 4.72 (improved 0.91★)
2026-05
📈
Crossed 50 ratings — social-proof flywheel kicking in
2026-03
⭐
Rating ↓ 4.50 → 3.95 (dropped 0.55★)
2026-03
⭐
Rating ↑ 3.90 → 4.50 (improved 0.60★)
2026-03
📈
Crossed 50 ratings — social-proof flywheel kicking in
2025-12
📈
Crossed 10 ratings — social-proof flywheel kicking in
2025-10
⭐
Rating ↑ 3.50 → 4.00 (improved 0.50★)
2025-10
⭐
Rating ↓ 4.00 → 3.50 (dropped 0.50★)
2025-09
🚀
First tracked snapshot — initial data captured
🗣
Voice of Customer
Based on 48 reviews across 4 markets● 81% positive · ● 4% neutral · ● 15% negative · Rating drift: -0.87★ (declining — recent 50: 3.85★ vs lifetime: 4.72★)
VADER compound sentiment per quarter (−1 = fully negative, +1 = fully positive). Each point ≥ 5 reviews.
Sentiment by country (−1 to +1)
🇦🇺 AU
+0.89
🇺🇸 US
+0.62
🇬🇧 GB
+0.59
🇨🇦 CA
+0.26
Top praise themes
change date ×3 cute ×11 log ×9 tracking ×7 calories ×7 premium ×7 free ×6 simple ×6
Top complaint themes
search ×7 now ×6 work ×4 update ×4 before ×4 find ×3 foods ×3 better ×3
Risk signals
Subscription complaints: 6% Bug mentions: 8%
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇦🇺 AU | 4.64706★ | 68 | 4.64706★ this version |
| 🇧🇷 BR | 5★ | 3 | 5★ this version |
| 🇨🇦 CA | 4.4★ | 105 | 4.4★ this version |
| 🇩🇪 DE | 4.5★ | 36 | 4.5★ this version |
| 🇫🇷 FR | 4.66667★ | 21 | 4.66667★ this version |
| 🇬🇧 GB | 4.62★ | 150 | 4.62★ this version |
| 🇮🇳 IN | 0★ | 0 | — |
| 🇯🇵 JP | 4.66667★ | 3 | 4.66667★ this version |
| 🇺🇸 US | 4.72539★ | 681 | 4.72539★ this version |
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for ChowTracker: 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: 625 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does ChowTracker make per month?▴
Based on our ML-calibrated revenue forecast, ChowTracker earns approximately $143/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 ChowTracker?▴
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 ChowTracker?▴
ChowTracker is published by Jamie Botham 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 ChowTracker's BU Score?▴
ChowTracker has a BU Score of 61/100 (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.