How much does JPFans make per month?

Based on our ML-calibrated revenue forecast, JPFans earns approximately $161/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 JPFans?

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.

JPFans is published by NOVABYTE PTE. 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 JPFans's BU Score?

JPFans has a BU Score of 44/100 (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.

JPFans

Quality Score

Emerging

JPFans

Name: JPFans — app revenue, audience, build cost & risk profile
Creator: bumetric
License: https://creativecommons.org/licenses/by/4.0/
Keywords: JPFans revenue, JPFans app analytics, mobile app revenue estimate, Shopping revenue, iOS app revenue

Low confidence

3.6 ✍️ Editor

✍️ bumetric analysis

“

JPFans is an iOS app from NOVABYTE PTE. LTD. in the Shopping category, currently rated 3.6★ across 37 ratings. Initial signal reads as largely positive sentiment, users highlighting consistency and feature depth.

Quality Score is 44: 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

$161

per month

→

12-mo forecast

$81 – $753

per month

→

24-mo forecast

$81 – $2257

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

Run free AI audit →

Typical impact: +2-5× organic installs

📊 Performance Tracking LIVE

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idle

Rating

—

Reviews

—

Forecast Revenue / mo

—

Snapshots tracked

since first record

ONE-TIME · BUILD 💰 Estimated build cost

$120K

↳ What it cost to build · not monthly revenue

Likely range $90K – $160K

$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 (160 MB)	+$40K
⚙ Shopping complexity ×1.30	+$27K

Total estimate $120K

🔬

How we forecast this revenue

LOW CONFIDENCE

Baseline

$161/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

$103 – $411

12 months

$81 – $753

24 months

$81 – $2.3K

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 · 33/100MICRO TIERtoo early to score

Revenue Strength

2.2

Product Quality

2.9

Market Position

0.0

Growth Velocity

5.0

Defensibility

2.1

Operational Safety

10.0

Founder Strength

3.0

Monetization Maturity

1.0

💰 Revenue: Marginal — $0 - $500/mo · MICRO tier · indicative confidence, trajectory unclear.
⭐ Quality: 3.6★ across 37 reviews — weak — significant quality concerns.
📍 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 = $2K-$5K.

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 5 of 5 triggers

Our ML model uses 200+ signals from public data. These are the most influential for this app:

cancelledREVIEW		−$1,500
highly recommendREVIEW		+$1,400
New app (7 months old)METRIC		−$700
Ad-supported / freemiumMETRIC		+$600
Pre-traction phase (37 ratings)METRIC		−$300

METRIC = structural app data · REVIEW = mined from user reviews · ✓ VERIFIED = Stripe-verified anchor (TrustMRR)

📥 Estimated Downloads / week

PROXY · ratings × 50/wk —

Industry-rule estimate (Sensor Tower / data.ai): one weekly install ≈ 50 new ratings. Solid points = tracked snapshots · faded line = pre-tracking model backfill.

📈 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.

🗓️ Snapshot Timeline

HISTORY

Each bar shows a tracked update and the metric delta from the previous snapshot.

🆕 What's New · v1.0.1

Fixed some known issues.
Improved the user experience of the App.

Profile & Insights

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

Identification

App name: JPFans
Developer: NOVABYTE PTE. LTD.
Bundle ID: Not found
App Store URL: Open in App Store
Category: Shopping
Content rating: 12+
Languages: EN, ZH

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: $162/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 growth384 ratings+5386% lifetimeShow 3-year history estimate ▾

Tracked (29 weeks) Pre-tracking estimate (8 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

Shop Japan with Ease on JPFans!
Love Japanese products but struggle with complex overseas shipping? JPFans is your dedicated one-stop shopping agent, making international purchases as simple as local shopping.
Get Your Items in Just 4 Steps:
1. Register for Free
Quickly create your JPFans account using your email to start your shopping journey.
2. Search & Order Easily
Find desired items via the search bar, select specs, add to cart, and confirm your order.
3. Flexible Payment & Pro Service
Choose from multiple payment methods.… View full description on the official store →

App Specs

🔐 Own this app? Claim & verify MRR →

💾 160 MB🔞 12+📱 iOS 15.0+🔖 v1.0.1🔄 updated 0d ago🌐 EN, ZH📂 Shopping💰 Free

📅

What Worked™ · Development Pipeline

8 EVENTS TRACKED

Detected 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 →

2026-03

⭐

Rating ↓ 3.60 → 3.18 (dropped 0.42★)

2026-03

⭐

Rating ↑ 3.06 → 3.60 (improved 0.54★)

2026-02

📈

Crossed 10 ratings — social-proof flywheel kicking in

2026-01

⭐

Rating ↑ 2.00 → 2.43 (improved 0.43★)