Bobby - Track subscriptions
77
Quality Score
Strong
Bobby - Track subscriptions
Medium confidence
✍️ bumetric analysis
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Bobby - Track subscriptions is an iOS app from Yummygum in the Finance category, currently rated 4.8★ across 7,909 ratings. Initial signal reads as mostly critical sentiment so far: users flag rough edges and unmet expectations.
Quality Score is 77: Strong (healthy traction). For a Finance 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
$4.1K
per month
→
12-mo forecast
$3.6K – $12.9K
per month
→
24-mo forecast
$3.3K – $29.8K
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
$80K
↳ What it cost to build · not monthly revenue
Likely range $60K – $110K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Pays back in ~5 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 |
| ⚙ Finance complexity ×1.60 | +$30K |
Total estimate
$80K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$300K
↳ What it would sell for · not monthly revenue
Marketplace range $225K – $400K · 20× MRR multiple
💸
~3.8× 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% |
| 🏷 Finance category multiple | +15% |
Final multiple
20× MRR
👥 Estimated audience size
470K
Lifetime downloads (US-equivalent)
Monthly active
130K
Daily active
52K
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
| 📲 Finance engagement | ~60 installs / rating |
| 🔁 Finance D30 retention | 28% |
| 📍 DAU / MAU stickiness | 0.40 |
DAU / MAU
40% sticky
🔬
How we forecast this revenue
MEDIUM CONFIDENCEBaseline
$4.1K/mo · ML-estimated from 234 triggers
Growth rate
+6.0% MoM · INDIE tier baseline (compound monthly)
6 months
$3.5K – $8.1K
12 months
$3.6K – $12.9K
24 months
$3.3K – $29.8K
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 · 46/100INDIE TIERexpected for tierGrowth Velocity
5.0
Founder Strength
5.2
Product Quality
8.6
Revenue Strength
3.6
Monetization Maturity
1.0
Defensibility
4.5
Market Position
0.3
Operational Safety
9.0
- 💰 Revenue: Modest — $1K - $10K/mo · INDIE tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.75★ across 7,909 reviews — strong (top 10%).
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: last update 183d ago — slow cadence.
- ⚠️ 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 = $73K-$131K. Portfolio play ($15K/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 13 of 13 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 | |
| frequent crashesREVIEW | −$2,000 | |
| worth every pennyREVIEW | +$2,000 | |
| bugsREVIEW | −$1,800 | |
| 5 starREVIEW | +$1,800 | |
| excellent appREVIEW | +$1,500 | |
| Low install base (7,909 ratings)METRIC | +$1,500 | |
| Mature app (10y old)METRIC | +$1,500 | |
| highly recommendREVIEW | +$1,400 | |
| slowREVIEW | −$1,200 | |
| support teamREVIEW | +$900 | |
| Localized (9 languages)METRIC | +$600 |
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 · v3.10.4
Improved notifications for long-running subscriptions: Like a squirrel that never loses track of its acorns, Bobby now delivers more consistent notifications for long running subscriptions.
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Bobby - Track subscriptions
- Developer
- Yummygum
- Bundle ID
- com.yummygum.Billy
- App Store URL
- Open in App Store
- Category
- Finance
- Content rating
- 4+
- Languages
- NL, EN, FR, DE, IT, PL, PT, RU, ES
Company
- Website
- Not found
- Tagline
- Keep track of your subscriptions
- Description
- Bobby helps you get insights in your fixed costs. Manage your subscriptions and get notified when a bill is due.
- 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
- $15.1K/mo
- Top-grossing rank
- 🇫🇷#72 /100
- 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 growth7,909 ratings+2141% lifetimeShow 3-year history estimate ▾
Tracked (59 weeks) Pre-tracking estimate (32 weeks) · model-based, ±5% noise · anchored to release date and current value
🗺️Geographic Distribution1 of 9 markets
🇫🇷
FR
Top-grossing rank: #72 / 100
Other markets
Outside top 100
in US, GB, DE, FR, JP, CA, AU, BR, IN
in US, GB, DE, FR, JP, CA, AU, BR, IN
This app currently ranks in only one of the 9 markets we monitor. Niche or regional apps often launch this way before global rollout. Rankings update daily.
📊Category Rank Trajectory#72 now · best #60 · worst #100
Lower line = better rank · Estimate from ratings growth model · Lower position on chart = worse rank · Higher = top of chart
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
Bobby is the easiest way to get insights in your fixed costs. Manage your subscriptions and get notified when a bill is due.
EASILY ADD SUBSCRIPTIONS
Adding subscriptions is easy, choose from hundreds of existing subscriptions or create your own custom subscriptions. Enter all contract details to get the most out of Bobby, or use Bobby as a quick way to calculate your monthly payment for you.
YOUR SUBSCRIPTIONS AT A GLANCE
Bobby provides a clear overview of all your subscriptions and upcoming bills.… View full description on the official store →
EASILY ADD SUBSCRIPTIONS
Adding subscriptions is easy, choose from hundreds of existing subscriptions or create your own custom subscriptions. Enter all contract details to get the most out of Bobby, or use Bobby as a quick way to calculate your monthly payment for you.
YOUR SUBSCRIPTIONS AT A GLANCE
Bobby provides a clear overview of all your subscriptions and upcoming bills.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 34 MB🔞 4+📱 iOS 14.0+🔖 v3.10.4🔄 updated 0d ago🌐 NL, EN, FR, DE, IT +4📂 Finance💰 Paid
📅
What Worked™ · Development Pipeline
8 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
📈
Crossed 500 ratings — social-proof flywheel kicking in
2026-05
🔄
Monetization changed: paid → free
2026-03
⭐
Rating ↑ 3.77 → 4.75 (improved 0.98★)
2017-10
📈
Crossed 100 ratings — social-proof flywheel kicking in
2016-10
📈
Crossed 50 ratings — social-proof flywheel kicking in
2016-03
🚀
First tracked snapshot — initial data captured
2016-03
⭐
Rating ↓ 5.00 → 4.00 (dropped 1.00★)
2016-03
📈
Crossed 10 ratings — social-proof flywheel kicking in
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for Bobby - Track subscriptions: 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: 7,909 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does Bobby - Track subscriptions make per month?▴
Based on our ML-calibrated revenue forecast, Bobby - Track subscriptions earns approximately $15K/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 Bobby - Track subscriptions?▴
Browse the full Finance 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 Bobby - Track subscriptions?▴
Bobby - Track subscriptions is published by Yummygum 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 Bobby - Track subscriptions's BU Score?▴
Bobby - Track subscriptions 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.