AO3 Fanfiction App | Wisebits
12
Quality Score
Niche
AO3 Fanfiction App | Wisebits
by UNIT01 doo
Low confidence
✍️ Bumetric analysis
“
AO3 Fanfiction App | Wisebits is an iOS app from UNIT01 doo in the Food & Drink category, currently rated 1.0★ across 2 ratings. Initial signal reads as no scraped reviews yet: judgment based on metadata only.
Quality Score is 12: Niche (micro-niche or pre-traction stage). For a Food & Drink app, that means micro-niche or pre-traction stage. 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
$500
per month
→
12-mo forecast
$437 – $1575
per month
→
24-mo forecast
$405 – $3644
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
6 snapshots on record
Rating
1.0
Reviews
2 reviews
Forecast Revenue / mo
$500
Snapshots tracked
6
since Mar 2026
ONE-TIME · BUILD
💰 Estimated build cost
$95K
↳ What it cost to build · not monthly revenue
Likely range $70K – $130K
$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 (103 MB) | +$21K |
| ⚙ Food & Drink complexity ×1.10 | +$7K |
| ⚙ 2.5y maintenance × ~1-person team | +$15K |
Total estimate
$95K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$5K
↳ What it would sell for · not monthly revenue
Marketplace range $5K – $10K · 13× MRR multiple
💸
~0.1× build cost (under-water)
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 |
| 📅 2.5y proven track record | +13% |
| ⭐ ★ rating < 3.5 (weak) | -18% |
| ⭐ Small user base (<1K ratings) | -8% |
Final multiple
13× MRR
🛠 Estimated tech stack
🍎
Native iOS (SwiftUI)
Medium confidence · 60%
Also possible
React Native
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 | 103 MB |
| 🏷 Category context | Food & Drink |
| 📦 Mid-large iOS bundle | → Likely native SwiftUI (post-2020 era) |
💀 Maintenance status
Slowing
25%
Last shipped 2026-08-11 · 89 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
| 📅 89 days since last update | Healthy release cadence |
| 👥 Small user base (2 ratings) + 2.5y old | +10% (solo-project pattern) |
Verdict
Slowing
🔬
How we forecast this revenue
LOW CONFIDENCEBaseline
$500/mo · ML-estimated from 234 triggers
Growth rate
+6.0% MoM · INDIE tier baseline (compound monthly)
Direction
Headwinds: rating drift may slow acquisition, low defensibility moat
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
Pre-traction · 31/100INDIE TIERlimited signalGrowth Velocity
5.0
Founder Strength
2.9
Product Quality
0.8
Revenue Strength
2.7
Monetization Maturity
1.0
Defensibility
2.6
Market Position
2.0
Operational Safety
8.0
- 💰 Revenue: Marginal — $200 - $1250/mo · INDIE tier · medium confidence, trajectory unclear.
- ⭐ Quality: 1.0★ across 2 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 = $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
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 (1.0★)METRIC | −$1,500 | |
| Ad-supported / freemiumMETRIC | +$600 | |
| Single-language (English only)METRIC | −$400 | |
| Pre-traction phase (2 ratings)METRIC | −$300 | |
| Growing app (2y old)METRIC | +$200 |
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 · v1.0.11
This update makes Wisebits a smoother Archive of Our Own (AO3) reader. Browsing, saving, and picking up mid-chapter should feel faster whether you are into a longfic, a quick one-shot, or a late-night fanfiction spiral.… Full release notes →
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- AO3 Fanfiction App | Wisebits
- Developer
- UNIT01 doo
- Bundle ID
- Not found
- App Store URL
- Open in App Store
- Category
- Food & Drink
- Content rating
- 9+
- Languages
- EN
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
- $500/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.
🌍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 Quarter3 releases tracked
🚀Version Release Timeline3 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
Archive of Our Own (AO3) Reader for Fanfiction Fans
Wisebits is a reader app for people who love stories as much as the fandoms behind them. Open the app and step into Archive of Our Own the way you actually want to experience it: browse works you care about, save them to your library, and read without jumping between tabs or losing your place. If AO3 is already part of your routine, Wisebits is built to feel like a natural home for that habit.
A lot of readers start somewhere else first.… View full description on the official store →
Wisebits is a reader app for people who love stories as much as the fandoms behind them. Open the app and step into Archive of Our Own the way you actually want to experience it: browse works you care about, save them to your library, and read without jumping between tabs or losing your place. If AO3 is already part of your routine, Wisebits is built to feel like a natural home for that habit.
A lot of readers start somewhere else first.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 103 MB🔞 9+📱 iOS 26.1+🔖 v1.0.11🔄 updated 2mo ago🌐 EN📂 Food & Drink💰 Paid🚀 Launched 2024 (2y old)
📅
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 →
2026-10
⭐
Rating ↑ 0.00 → 3.00 (improved 3.00★)
2026-09
⭐
Rating ↓ 2.00 → 0.00 (dropped 2.00★)
→ 30 days after: rating +3.00★ high confidence
2026-08
🔧
Shipped update — v1.0.10 → v1.0.11
→ 30 days after: rating −2.00★ medium · co-occurring
2026-08
📦
Bundle ↑ 66MB → 108MB — likely major code refresh
→ 30 days after: rating −2.00★ medium · co-occurring
2026-07
🔧
Shipped update — v1.0.7 → v1.0.10
→ 30 days after: rating −2.00★ high confidence
2026-06
⭐
Rating ↑ 1.00 → 2.00 (improved 1.00★)
2026-06
🔄
Monetization changed: freemium → free
2026-03
🚀
First tracked snapshot — initial data captured
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇦🇺 AU | 0★ | 0 | — |
| 🇧🇷 BR | 0★ | 0 | — |
| 🇨🇦 CA | 0★ | 0 | — |
| 🇩🇪 DE | 5★ | 1 | 5★ this version |
| 🇫🇷 FR | 0★ | 0 | — |
| 🇬🇧 GB | 5★ | 1 | 5★ this version |
| 🇮🇳 IN | 0★ | 0 | — |
| 🇯🇵 JP | 0★ | 0 | — |
| 🇺🇸 US | 3★ | 1 | 3★ this version |
🔔
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📝 Description
95
BU Score · Transcendent
About this analysis
Why low confidence: only 2 ratings · no founder-verified revenue (model estimate only) · revenue figure is directional only.
📌 Final verdict — read this before you trust the numbers above
AO3 Fanfiction App | Wisebits is a very early-stage iOS app in the food & drink space with weak public traction — only 2 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 AO3 Fanfiction App | Wisebits make per month?▴
Low-confidence model estimate. AO3 Fanfiction App | Wisebits has only 2 App Store ratings, so our revenue model has very little signal to work with — treat the ~$500/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 AO3 Fanfiction App | Wisebits?▴
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 AO3 Fanfiction App | Wisebits built with?▴
Our heuristic places AO3 Fanfiction App | Wisebits 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 AO3 Fanfiction App | Wisebits still actively maintained?▴
Maintenance status: Slowing (25% abandonment risk). Last shipped version was 2 months ago. The risk score combines time-since-last-update with Editor's Choice / curated featuring + user-base maturity adjustments.
When was AO3 Fanfiction App | Wisebits last updated?▴
AO3 Fanfiction App | Wisebits last shipped a new version on 2026-08-11 — 2 months ago. This is the date Apple / Google last accepted a new build, not a content-only push.
Who makes AO3 Fanfiction App | Wisebits?▴
AO3 Fanfiction App | Wisebits is published by UNIT01 doo 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 AO3 Fanfiction App | Wisebits's BU Score?▴
AO3 Fanfiction App | Wisebits has a BU Score of 12/100 (Niche). The score combines App Store rating, ratings count, monetization model and revenue signals calibrated against founder-verified MRR anchors. See the BU Score formula.