Papa's Pancakeria To Go!
67
Quality Score
Solid
Papa's Pancakeria To Go!
Medium confidence
✍️ bumetric analysis
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Papa's Pancakeria To Go! is an Android app from Flipline Studios in the Strategy category, currently rated 4.6★ across 2,047 ratings. Initial signal reads as largely positive sentiment, users highlighting consistency and feature depth.
Quality Score is 67: Solid (established niche player). For a Strategy 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.
💰 Monthly revenue · now vs forecast
● Right now
$7.1K
per month
→
12-mo forecast
$7.4K – $15.4K
per month
→
24-mo forecast
$9.1K – $27.3K
per month
MID 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
Loading…
Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
ONE-TIME · BUILD
💰 Estimated build cost
$195K
↳ What it cost to build · not monthly revenue
Likely range $145K – $265K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Pays back in ~2.2y at current MRR
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 |
| 💎 In-app purchase plumbing | +$9K |
| ⚙ Strategy complexity ×2.10 | +$65K |
| 🌐 Cross-platform reach (iOS + Android) | +$68K |
Total estimate
$195K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$200K
↳ What it would sell for · not monthly revenue
Marketplace range $150K – $275K · 29× MRR multiple
💸
~1.0× build cost (break-even+)
Synthetic estimate. Multiple band derived from iap / freemium model + 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
| 💎 IAP / freemium model base | 28× MRR |
| ⭐ ★ rating ≥ 4.4 (solid) | +8% |
| 🏷 Strategy category multiple | -5% |
Final multiple
29× MRR
👥 Estimated audience size
265K
Lifetime downloads (US-equivalent)
Monthly active
47K
Daily active
16K
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
| 📲 Strategy engagement | ~130 installs / rating |
| 🔁 Strategy D30 retention | 18% |
| 📍 DAU / MAU stickiness | 0.35 |
DAU / MAU
35% sticky
🛠 Estimated tech stack
🤖
Native Android (Kotlin)
Medium confidence · 55%
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 context | Strategy |
| 📦 Tiny game bundle | → Native 2D engine |
🔬
How we forecast this revenue
MEDIUM CONFIDENCEBaseline
$7.1K/mo · ML-estimated from 234 triggers
Growth rate
+4.0% MoM · MID tier baseline (compound monthly)
6 months
$6.7K – $11.2K
12 months
$7.4K – $15.4K
24 months
$9.1K – $27.3K
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
Building · 59/100MID TIERcompetitive build-outGrowth Velocity
5.0
Founder Strength
7.7
Product Quality
8.2
Revenue Strength
3.9
Monetization Maturity
4.0
Defensibility
9.4
Market Position
0.0
Operational Safety
9.0
- 💰 Revenue: Modest — $4K - $10K/mo · MID tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.57★ across 2,047 reviews — strong (top 10%).
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: last update 349d ago — slow cadence.
- ⚠️ Risk: Low — no material risk signals detected.
🎯 For competitors: Strong subscription moat. Hard to outcompete on retention. Better angle: free alternative with one-time purchase, or feature parity for an underserved sub-niche.
💵 For acquirers: Estimated asking range 18-32× monthly = $128K-$227K. Portfolio play ($172K/mo combined) commands premium.
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 4 of 4 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| Paid app ($1.99)METRIC | +$2,800 | |
| Excellent rating (4.6★)METRIC | +$2,200 | |
| Low install base (2,047 ratings)METRIC | +$1,500 | |
| Established app (7y old)METRIC | +$800 |
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.
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Papa's Pancakeria To Go!
- Developer
- Flipline Studios
- Bundle ID
- air.com.flipline.papaspancakeriatogo
- App Store URL
- Open in App Store
- Category
- Strategy
- Content rating
- Not found
- Languages
- Not found
Company
- Website
- www.flipline.com
- 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
- $7.1K/mo
- Top-grossing rank
- Not found
- All-time revenue
- Not found
- Pricing
- $0.99 - $4.99 per item
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 growth2,047 ratings+42% lifetimeShow 3-year history estimate ▾
Tracked (1 weeks) Pre-tracking estimate (37 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.
📝 About this app
-- ABOUT THE GAME --
While hunting for your lost pet, you suddenly get a call from Papa Louie with some good news: Your pet was found at Papa's Pancakeria in Maple Mountain, and since your pet likes the restaurant so much, Papa Louie decided to let you run the Pancakeria while he's away!
You'll be busy multitasking as your customers order fluffy pancakes, golden waffles, warm french toast, and delicious drinks through all seasons of the year. Pour batter onto the griddle, add mixables to the batter, and keep checking back to flip the flapjacks halfway through.… View full description on the official store →
While hunting for your lost pet, you suddenly get a call from Papa Louie with some good news: Your pet was found at Papa's Pancakeria in Maple Mountain, and since your pet likes the restaurant so much, Papa Louie decided to let you run the Pancakeria while he's away!
You'll be busy multitasking as your customers order fluffy pancakes, golden waffles, warm french toast, and delicious drinks through all seasons of the year. Pour batter onto the griddle, add mixables to the batter, and keep checking back to flip the flapjacks halfway through.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →🔖 v1.2.5🔄 updated 0d ago📂 Strategy💰 Free💎 IAP $0.99 - $4.99 per item
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for Papa's Pancakeria To Go!: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
More by Flipline Studios
View all →📦 Portfolio summaryMID studio
26apps·$172K/mocombined
✓ Diversified — top app contributes 11%; risk spread across portfolio
About this analysis
Why medium confidence: 2,047 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does Papa's Pancakeria To Go! make per month?▴
Based on our ML-calibrated revenue forecast, Papa's Pancakeria To Go! earns approximately $7.1K/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 Papa's Pancakeria To Go!?▴
Browse the full Strategy 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.
Who makes Papa's Pancakeria To Go!?▴
Papa's Pancakeria To Go! is published by Flipline Studios on the Google Play 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 Papa's Pancakeria To Go!'s BU Score?▴
Papa's Pancakeria To Go! has a BU Score of 67/100 (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.