Cakeworthy
33
Quality Score
Emerging
Cakeworthy
by Cakeworthy Inc.
Low confidence
✍️ Bumetric analysis
“
Cakeworthy is an iOS app from Cakeworthy Inc. in the Shopping category, currently rated 3.0★ across 4 ratings. Initial signal reads as no scraped reviews yet: judgment based on metadata only.
Quality Score is 33: Emerging (early traction worth watching). For a Shopping app, that means early traction worth watching. 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
$75
per month
→
12-mo forecast
$38 – $349
per month
→
24-mo forecast
$38 – $1047
per month
MICRO 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
18 snapshots on record
Rating
3.0
Reviews
4 reviews
Forecast Revenue / mo
$75
Snapshots tracked
18
since Apr 2026
ONE-TIME · BUILD
💰 Estimated build cost
$85K
↳ What it cost to build · not monthly revenue
Likely range $65K – $115K
$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 (78 MB) | +$11K |
| ⚙ Shopping complexity ×1.30 | +$18K |
| ⚙ 1.0y maintenance × ~1-person team | +$5K |
Total estimate
$85K
🛠 Estimated tech stack
🍎
Native iOS (SwiftUI)
Medium confidence · 70%
Also possible
Flutter
Heuristic guess from app bundle size, category, store description signals, and release-date stack era. Bumetric does not disassemble binaries — 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
| 📦 App bundle size | 78 MB |
| 🏷 Category context | Shopping |
| 📦 Small-mid iOS bundle | → Native SwiftUI (post-2020 era) |
💀 Maintenance status
Active
5%
Last shipped 2026-09-03 · 25 days ago
0 · Active
50 · At risk
100 · Abandoned
Heuristic risk score from time-since-last-update + ratings velocity proxy + Editor's Choice / curated featuring signals. Calibrated against 2024-2025 app-store ranking decay reports. Not a guarantee — a quiet app with a healthy codebase looks the same as an abandoned one until something breaks. Full math on /methodology.
Risk signals
| 📅 25 days since last update | Active development |
Verdict
Active
🔬
How we forecast this revenue
LOW CONFIDENCEBaseline
$75/mo · ML-estimated from 234 triggers
Growth rate
+8.0% MoM · MICRO tier baseline (compound monthly)
Direction
Headwinds: rating drift may slow acquisition, low defensibility moat
6 months
$48 – $191
12 months
$38 – $349
24 months
$38 – $1.0K
Compound growth at +8.0% MoM (tier baseline for MICRO). Range widens with horizon — typical noise band ±60% at 6mo.. Ranges widen with horizon — distant futures carry more uncertainty.
📊
BU Investment Matrix
Insufficient data · 30/100MICRO TIERtoo early to scoreGrowth Velocity
5.0
Founder Strength
2.9
Product Quality
2.4
Revenue Strength
1.9
Monetization Maturity
1.0
Defensibility
2.2
Market Position
0.6
Operational Safety
8.0
- 💰 Revenue: Marginal — $0 - $500/mo · MICRO tier · indicative confidence, trajectory unclear.
- ⭐ Quality: 3.0★ across 4 reviews — weak — significant quality concerns.
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: Insufficient signal to assess trajectory.
- ⚠️ Risk: Moderate — 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 = $1K-$2K.
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:
| Below-average rating (3.0★)METRIC | −$1,500 | |
| Multilingual (27 languages)METRIC | +$1,500 | |
| New app (11 months old)METRIC | −$700 | |
| Ad-supported / freemiumMETRIC | +$600 | |
| Pre-traction phase (4 ratings)METRIC | −$300 |
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 · v4
• New and improved user accounts
• Easier and faster checkout
• View and keep track of your orders
• Easier and faster checkout
• View and keep track of your orders
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Cakeworthy
- Developer
- Cakeworthy Inc.
- Bundle ID
- Not found
- App Store URL
- Open in App Store
- Category
- Shopping
- Content rating
- 4+
- Languages
- AR, HR, CS, NL, EN, FI, FR, DE, HE, HI, HU, IS, ID, IT, JA, MS, NB, PL, PT, RO, ZH, SK, ES, SV, TH, ZH, TR
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
- Reported revenue signal / mo
- Not found
- AI revenue estimate / mo
- Not found
- AI annual estimate
- Not found
- Model estimate / mo
- $75/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.
📈Ratings growth4 ratingsShow 3-year history estimate ▾
Tracked (18 weeks) Pre-tracking estimate (0 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.
🚀Update Frequency · Releases per Quarter5 releases tracked
🚀Version Release Timeline5 releases tracked
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
Cakeworthy is fashion for fans. From Saturday morning cartoons to cult-favorite movies and the icons you grew up with, we bring nostalgia straight to your closet.
With the Cakeworthy app, you’ll always be first to the fandom party:
Shop the latest drops and throwbacks the moment they go live
Unlock early access to limited collections and exclusive app-only sales
Redeem app-exclusive rewards
Save your favorites and get alerts when they’re back in stock
Stay updated with notifications for promos and new arrivals
Check out fast and track your orders easily, wherever you are… View full description on the official store →
With the Cakeworthy app, you’ll always be first to the fandom party:
Shop the latest drops and throwbacks the moment they go live
Unlock early access to limited collections and exclusive app-only sales
Redeem app-exclusive rewards
Save your favorites and get alerts when they’re back in stock
Stay updated with notifications for promos and new arrivals
Check out fast and track your orders easily, wherever you are… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 78 MB🔞 4+📱 iOS 16.4+🔖 v4🔄 updated 3w ago🌐 AR, HR, CS, NL, EN +22📂 Shopping💰 Paid🚀 Launched 2025 (0y old)
📅
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 →
2026-09
🔧
Shipped update — v3.9 → v4
2026-08
🔧
Shipped update — v3.8 → v3.9
2026-07
📦
Bundle ↑ 61MB → 81MB — likely major code refresh
2026-07
🔧
Shipped update — v3.7 → v3.8
2026-07
🔧
Shipped update — v3.6 → v3.7
2026-05
🔧
Shipped update — v? → v3.6
2026-04
🚀
First tracked snapshot — initial data captured
🌍
Multi-Country Performance
Available in 2 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇨🇦 CA | 3.66667★ | 6 | 3.66667★ this version |
| 🇺🇸 US | 3★ | 4 | 3★ this version |
🔔
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📝 Description
95
BU Score · Transcendent
About this analysis
Why low confidence: only 4 ratings · no founder-verified revenue (model estimate only) · revenue figure is directional only.
📌 Final verdict — read this before you trust the numbers above
Cakeworthy is a very early-stage iOS app in the shopping space with weak public traction — only 4 ratings, no founder-verified MRR, and not ranked in any monitored grossing chart. The app appears to be monetised, but public signals are too sparse for a precise revenue estimate.
Bottom line: treat all revenue, audience and acquisition-value numbers on this page as directional only — not founder-verified facts.
❓ Frequently Asked Questions
7 answers · auto-generated from this app's public dataHow much does Cakeworthy make per month?▴
Low-confidence model estimate. Cakeworthy has only 4 App Store ratings, so our revenue model has very little signal to work with — treat the ~$75/mo figure as directional only, not a verified MRR. No founder-verified revenue data is available for this app. See methodology for the formula and confidence bands.
What apps are like Cakeworthy?▴
Browse the full Shopping 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 Cakeworthy built with?▴
Our heuristic places Cakeworthy on the Native iOS (SwiftUI) stack (Medium confidence, 70%). Signals: app bundle size, category context, store-description markers, release-date era. We don't disassemble binaries. Alternative possibilities: Flutter.
Is Cakeworthy still actively maintained?▴
Maintenance status: Active (5% abandonment risk). Last shipped version was 25 days ago. The risk score combines time-since-last-update with Editor's Choice / curated featuring + user-base maturity adjustments.
When was Cakeworthy last updated?▴
Cakeworthy last shipped a new version on 2026-09-03 — less than a month ago. This is the date Apple / Google last accepted a new build, not a content-only push.
Who makes Cakeworthy?▴
Cakeworthy is published by Cakeworthy 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 Cakeworthy's BU Score?▴
Cakeworthy has a BU Score of 33/100 (Emerging). The score combines App Store rating, ratings count, monetization model and revenue signals calibrated against founder-verified MRR anchors. See the BU Score formula.