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62
Quality Score
Solid

Secret Santa Helper App

4.5 ✍️ Editor
✍️ bumetric analysis

Secret Santa Helper App is an Android app from Appstractive in the Social category, currently rated 4.5★ across 1,705 ratings. Initial signal reads as largely positive sentiment, users highlighting consistency and feature depth.

Quality Score is 62: Solid (established niche player). For a Social 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.

💰 Revenue · today and ahead
Today
$500/mo
In 12 months
$437 – $1575
In 24 months
$405 – $3644
INDIE tier
💡 Grow this revenue

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📊 Performance Tracking LIVE

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idle
0%
Rating
Reviews
Forecast Revenue / mo
Snapshots tracked
0
since first record
💰 Estimated build cost
$180K
Likely range $135K – $245K
$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
Social complexity ×1.70+$35K
🌐Cross-platform reach (iOS + Android)+$47K
7.5y maintenance × ~1-person team+$45K
Total estimate$180K
👥 Estimated audience size
105K
Lifetime downloads (US-equivalent)
Monthly active
17K
Daily active
9.6K

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
📲Social engagement~90 installs / rating
📅7.5y of rating accumulation-30%
🔁Social D30 retention25%
📍DAU / MAU stickiness0.55
DAU / MAU55% sticky
🛠 Estimated tech stack
🤖
Native Android (Kotlin)
High confidence · 80%
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
🏷Category contextSocial
📦Compact Android bundle→ Native Kotlin
💀 Maintenance status
Active
15%
Last shipped 2026-04-21 · 32 days ago
0 · Active50 · At risk100 · 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
📅32 days since last updateHealthy release cadence
VerdictActive
🔬

How we forecast this revenue

LOW CONFIDENCE
Baseline
$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 · 43/100INDIE TIERexpected for tier
GrowthFounderQualityRevenueMonetiz.MoatMarketSafety
Growth Velocity
5.0
Founder Strength
3.5
Product Quality
8.2
Revenue Strength
2.7
Monetization Maturity
1.0
Defensibility
3.9
Market Position
0.0
Operational Safety
10.0
  • 💰 Revenue: Marginal — $200 - $1250/mo · INDIE tier · medium confidence, trajectory unclear.
  • ⭐ Quality: 4.54★ across 1,705 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 = $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

MODEL
Revenue 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 4 of 4 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
Excellent rating (4.5★)METRIC
+$2,200
Low install base (1,705 ratings)METRIC
+$1,500
Established app (7y old)METRIC
+$800
Ad-supported / freemiumMETRIC
+$600
METRIC = structural app data · REVIEW = mined from user reviews · ✓ VERIFIED = Stripe-verified anchor (TrustMRR)

📈 Reviews Growth

LIVE
Cumulative review count from first BU snapshot. Each point = a tracked update.

⭐ Rating Trend

LIVE
Average rating evolution. Updates with each new review batch.
App Specs
🔐 Own this app? Claim & verify MRR →
🔖 v3.3.2🔄 updated 1mo ago📂 Social💰 Free🚀 Launched 2018 (7y old)

📝 About this app

Tired of Secret Santa hassle? Make your next gift exchange smooth, fun, and fair with the Secret Santa Helper!

• *Completely FREE*: No hidden costs, no ads, no required registration!
• *Flexible Fun - Choose your style*: Classic Secret Santa, Anonymous, Alphabet, Second-Hand
• *Perfect Gifts, Less Stress*: Built-in wishlists, gift hints, and even anonymous Q&A with your recipient!
• *Smart Pairings*: Easily set exclusions so partners don't draw each other.
• *Easy Communication*: Coordinate plans with the integrated group chat.
• *Truly Cross-Platform*: Works seamlessly across devices.… View full description on the official store →
🧪

Tech & Domain Intel — wichteln.app

Tech stack
Google Workspace
Derived from public RDAP + DNS TXT records (no scraping, no login).
🔔

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Profile & Insights

Everything we know — and don't — about this app and its company.

Identification

App name
Secret Santa Helper App
Developer
Appstractive
Bundle ID
com.blubblabs.wichtelnapp
App Store URL
Open in App Store
Category
Social
Content rating
Not found
Languages
Not found

Company

Website
wichteln.app
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
$295/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 growth1,705 ratings+34% lifetimeShow 3-year history estimate ▾Jun 2023Dec 2024May 2026
Tracked (1 weeks) Pre-tracking estimate (36 weeks) · model-based, ±5% noise · anchored to release date and current value
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.

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Full revenue analysis
Read the article-style breakdown for Secret Santa Helper App: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
Read deep-dive →