63
Quality Score
Solid
Pocket Novel
✍️ bumetric analysis
“
Pocket Novel is an iOS app from Pocket FM Corp in the Food & Drink category, currently rated 4.8★ across 1,267 ratings. Initial signal reads as mostly critical sentiment so far: users flag rough edges and unmet expectations.
Quality Score is 63: Solid (established niche player). For a Food & Drink 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
$5.0K/mo
In 12 months
$5.2K – $10.8K
In 24 months
$6.4K – $19.2K
MID tierFREE
💡 Grow this revenue
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- 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
$125K
↳ What it cost to build · not monthly revenue
Likely range $95K – $170K
$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 (192 MB) | +$40K |
| ⚙Food & Drink complexity ×1.10 | +$9K |
| ⚙4.6y maintenance × ~1-person team | +$27K |
Total estimate$125K
👥 Estimated audience size
97K
Lifetime downloads (US-equivalent)
Monthly active
11K
Daily active
2.3K
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
| 📲Food & Drink engagement | ~100 installs / rating |
| 📅4.6y of rating accumulation | -23% |
| 🔁Food & Drink D30 retention | 14% |
| 📍DAU / MAU stickiness | 0.20 |
DAU / MAU20% sticky
🛠 Estimated tech stack
🍎
Native iOS (SwiftUI)
Medium confidence · 60%
Also possible
React NativeFlutter
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 | 192 MB |
| 🏷Category context | Food & Drink |
| 📦Mid-large iOS bundle | → Likely native SwiftUI (post-2020 era) |
💀 Maintenance status
At risk
50%
Last shipped 2025-09-05 · 260 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
| 📅8 months since last update | Concerning gap |
VerdictAt risk
🔬
How we forecast this revenue
MEDIUM CONFIDENCEBaseline
$5.0K/mo · ML-estimated from 234 triggers
Growth rate
+4.0% MoM · MID tier baseline (compound monthly)
6 months
$4.7K – $7.9K
12 months
$5.2K – $10.8K
24 months
$6.4K – $19.2K
Compound growth at +4.0% MoM (tier baseline for MID). Range widens with horizon — typical noise band ±25% at 6mo.. Ranges widen with horizon — distant futures carry more uncertainty.
📊
BU Investment Matrix
Stalled · 31/100MID TIERFREE (NO MONETIZATION)no growth momentumRevenue Strength
3.7
Product Quality
7.1
Market Position
2.0
Growth Velocity
5.0
Defensibility
3.1
Operational Safety
0.0
Founder Strength
3.0
Monetization Maturity
0.5
- 💰 Revenue: Modest — $3K - $7K/mo · MID tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.78★ across 1,267 reviews — solid.
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: last update 260d ago — slow cadence.
- ⚠️ Risk: High — scam/fraud mentions detected, bug mentions above category norm, rating drift -2.74 ★ (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 = $60K-$110K. 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 8 of 8 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| Excellent rating (4.8★)METRIC | +$2,200 | |
| bugsREVIEW | −$1,800 | |
| Low install base (1,267 ratings)METRIC | +$1,500 | |
| slowREVIEW | −$1,200 | |
| too expensiveREVIEW | −$1,000 | |
| Established app (4y old)METRIC | +$800 | |
| Ad-supported / freemiumMETRIC | +$600 | |
| Single-language (English only)METRIC | −$400 |
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.
App Specs
🔐 Own this app? Claim & verify MRR →💾 192 MB🔞 12+📱 iOS 16.0+🔖 v3.9.9🔄 updated 8mo ago🌐 EN📂 Food & Drink💰 Free🚀 Launched 2021 (4y old)
📝 About this app
Pocket Novel is one of the fast upcoming Novel App, aiming to enrich the lives of millions of readers every day. It brings you the world’s best novels from the best authors.And it also gives you the ease to read your favourite novel out at the gym, cooking, about to go to bed, or just about anywhere else based on your comfort. It has all the best sellers of various categories like:
- Romance
- Suspense and Thriller
- Drama
- Fantasy
- Horror
- Classic and more coming !!!
What you’ll love about Pocket Novel:
1)Quick Daily Updates
Join as readers & look forward to the daily-updated chapters.… View full description on the official store →
- Romance
- Suspense and Thriller
- Drama
- Fantasy
- Horror
- Classic and more coming !!!
What you’ll love about Pocket Novel:
1)Quick Daily Updates
Join as readers & look forward to the daily-updated chapters.… View full description on the official store →
🆕 What's New · v3.9.9
Bug fixes and performance improvements
📅
What Worked™ · Development Pipeline
5 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 →
2025-06
📈
Crossed 10 ratings — social-proof flywheel kicking in
2025-05
⭐
Rating ↑ 1.63 → 2.00 (improved 0.37★)
2023-04
⭐
Rating ↑ 1.33 → 2.25 (improved 0.92★)
2022-07
⭐
Rating ↓ 2.00 → 1.50 (dropped 0.50★)
2022-06
🚀
First tracked snapshot — initial data captured
🗣
Voice of Customer
Based on 86 reviews across 3 markets● 42% positive · ● 15% neutral · ● 43% negative · Rating drift: -2.74★ (declining — recent 50: 2.04★ vs lifetime: 4.78★)
VADER compound sentiment per quarter (−1 = fully negative, +1 = fully positive). Each point ≥ 5 reviews.
Sentiment by country (−1 to +1)
🇦🇺 AU
+0.07
🇺🇸 US
+0.04
🇮🇳 IN
-0.11
Top praise themes
read ×5 story ×5 stories ×4 chapters ×3 password ×3
Top complaint themes
chapters read ×6 next chapter ×6 started reading ×5 over chapters ×4 story preferences ×4 purchase coins ×4 read chapter ×3 read book ×3
Risk signals
Refund mentions: 1.2% Bug mentions: 6% Fraud / scam mentions: 7.0%
🧪
Tech & Domain Intel — pocketfm.in
- Mail provider
- Google Workspace
- Tech stack
- Meta (Facebook) Ads · Google Workspace
Derived from public RDAP + DNS TXT records (no scraping, no login).
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇺🇸 US | 4.78057★ | 1,267 | 4.78057★ this version |
| 🇬🇧 GB | 3★ | 2 | 3★ this version |
| 🇩🇪 DE | 0★ | 0 | — |
| 🇫🇷 FR | 2★ | 1 | 2★ this version |
| 🇯🇵 JP | 5★ | 1 | 5★ this version |
| 🇨🇦 CA | 3.66667★ | 3 | 3.66667★ this version |
| 🇦🇺 AU | 2.83333★ | 6 | 2.83333★ this version |
| 🇧🇷 BR | 0★ | 0 | — |
| 🇮🇳 IN | 4.16102★ | 354 | 4.16102★ this version |
🔔
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Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Pocket Novel
- Developer
- Pocket FM Corp
- Bundle ID
- com.pocketfm.novel
- App Store URL
- Open in App Store
- Category
- Food & Drink
- Content rating
- 12+
- Languages
- EN
Company
- Website
- www.pocketfm.in
- 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
- $16/mo
- Top-grossing rank
- 🇮🇳#48 /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.
⭐Recent App Store Reviews44 latest · avg 2.05★ · 20.5% 5★ · 65.9% 1★
5★9 (20%)
4★1 (2%)
3★2 (5%)
2★3 (7%)
1★29 (66%)
+0 ratings/week
Praise: recommend ×2 best ×1 great ×1 love ×1Complaints: expensive ×3 worst ×2 scam ×2 hate ×2 bug ×1
Top positive
★★★★★ Password
Trying to set a password an all it does is say password link ha expired…
★★★★★ Nora smith
Very good and entertaining show…
Top negative
★☆☆☆☆ Unusable
The app literally won’t let me use it. When I attempt to make an account, it says “Unauthorized Request”. When I attempt to search a book, “Unauthorized Request.” I try to create an account using Apple ID, but it acts like I created an a…
★☆☆☆☆ Too expensive
The books are decent, however the prices are absurd. Way too expensive. I know all the developers of these apps always defend themselves by saying they have to pay their writers. I understand that, but let’s face it, these books are not pro…
📈Ratings growth1,267 ratings+126600% lifetimeShow 3-year history estimate ▾
Tracked (42 weeks) Pre-tracking estimate (35 weeks) · model-based, ±5% noise · anchored to release date and current value
🗺️Geographic Distribution1 of 9 markets
🇮🇳
IN
Top-grossing rank: #48 / 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#48 now · best #44 · 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.
Full revenue analysis
Read the article-style breakdown for Pocket Novel: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
❓ Frequently Asked Questions
9 answers · auto-generated from this app's public dataHow much does Pocket Novel make per month?▾
Based on our ML-calibrated revenue forecast, Pocket Novel earns approximately $16/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.
Is Pocket Novel profitable?▾
With estimated build cost $125K and monthly revenue $16, Pocket Novel looks well below break-even — current monthly revenue is much smaller than the estimated build cost. Profitability also depends on paid-acquisition spend and refund rate which the public model doesn't see.
How many users does Pocket Novel have?▾
Estimated audience: ~97K lifetime downloads, ~11K monthly active users, and ~2K daily active users. Derived from ratings count × category installs-per-rating × age decay. US-storefront-equivalent — global audience can be 5-10× larger for internationally-distributed apps.
What apps are like Pocket Novel?▾
Browse the full Food & Drink 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 Pocket Novel built with?▾
Our heuristic places Pocket Novel on the Native iOS (SwiftUI) stack (Medium confidence, 60%). Signals: app bundle size, category context, store-description markers, release-date era. We don't disassemble binaries. Alternative possibilities: React Native, Flutter.
Is Pocket Novel still actively maintained?▾
Maintenance status: At risk (50% abandonment risk). Last shipped version was 8 months ago. The risk score combines time-since-last-update with Editor's Choice / curated featuring + user-base maturity adjustments.
When was Pocket Novel last updated?▾
Pocket Novel last shipped a new version on 2025-09-05 — 8 months ago. This is the date Apple / Google last accepted a new build, not a content-only push.
Who makes Pocket Novel?▾
Pocket Novel is published by Pocket FM Corp 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 Pocket Novel's BU Score?▾
Pocket Novel has a BU Score of 63/100 (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.