Barebone - AI Finance Research
55
Quality Score
Solid
Barebone - AI Finance Research
Low confidence
✍️ bumetric analysis
“
Barebone - AI Finance Research is an iOS app from Barebone Group Holdings Limited in the Finance category, currently rated 4.5★ across 99 ratings. Initial signal reads as mixed reviews: supporters praise core features while critics cite stability and value gaps.
Quality Score is 55: Solid (established niche player). For a Finance 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
$2.6K
per month
→
12-mo forecast
$2.3K – $8.3K
per month
→
24-mo forecast
$2.1K – $19.2K
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
Loading…
Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
ONE-TIME · BUILD
💰 Estimated build cost
$110K
↳ What it cost to build · not monthly revenue
Likely range $80K – $150K
$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 (95 MB) | +$17K |
| ⚙ Finance complexity ×1.60 | +$41K |
Total estimate
$110K
🔬
How we forecast this revenue
MEDIUM CONFIDENCEBaseline
$2.6K/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
$2.2K – $5.2K
12 months
$2.3K – $8.3K
24 months
$2.1K – $19.2K
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 · 38/100INDIE TIERlimited signalGrowth Velocity
5.0
Founder Strength
3.3
Product Quality
3.6
Revenue Strength
3.4
Monetization Maturity
1.0
Defensibility
2.4
Market Position
2.0
Operational Safety
10.0
- 💰 Revenue: Modest — $1K - $6K/mo · INDIE tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.46★ across 99 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 = $47K-$84K.
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:
| Paid app ($0.00)METRIC | +$2,800 | |
| Good rating (4.5★)METRIC | +$800 | |
| Single-language (English only)METRIC | −$400 | |
| Pre-traction phase (99 ratings)METRIC | −$300 | |
| Growing app (1y 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 · v1.1.0
Enhanced AI Agents — improved reasoning and analysis across all research sessions
Barebone Blitz — quick, speed-optimized responses when you need answers fast
Barebone Nexus — deeper analysis powered by our best models for complex research
Barebone Blitz — quick, speed-optimized responses when you need answers fast
Barebone Nexus — deeper analysis powered by our best models for complex research
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Barebone - AI Finance Research
- Developer
- Barebone Group Holdings Limited
- Bundle ID
- com.briiantam.bareboneai
- App Store URL
- Open in App Store
- Category
- Finance
- Content rating
- 17+
- Languages
- EN
Company
- Website
- Not found
- Tagline
- Barebone - Your Team of AI Wall Street Analysts
- Description
- Barebone is an AI-powered platform that helps you build your own financial markets research agent. It provides real-time, AI-powered financial analysis and investment insights. Leverage institutional-grade data and advanced analytics for smarter financial research, with clarity and confidence.
- Founded
- Not found
- HQ / Address
- Not found
- Employees
- Not found
- Logo
- Available
Revenue
- Verified revenue / mo
- Not found
- AI revenue estimate / mo
- Not found
- AI annual estimate
- Not found
- ML model estimate / mo
- $201/mo
- Top-grossing rank
- 🇧🇷#29 /100 🇬🇧#37 /100 🇺🇸#73 /100 🇫🇷#76 /100 🇨🇦#82 /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.
📈Ratings growth99 ratings+725% lifetimeShow 3-year history estimate ▾
Tracked (9 weeks) Pre-tracking estimate (19 weeks) · model-based, ±5% noise · anchored to release date and current value
🌍Top Countries — Grossing Rank5 countries
🇧🇷BR#29 /100
🇬🇧GB#37 /100
🇺🇸US#73 /100
🇫🇷FR#76 /100
🇨🇦CA#82 /100
📊Category Rank Trajectory#29 now · best #29 · worst #100
Lower line = better rank · Estimate from ratings growth model · Lower position on chart = worse rank · Higher = top of chart
🚀Version Release Timeline2 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
Barebone – AI-Powered Financial Research
With Barebone, build your AI-powered financial research agent to uncover deeper market insights and analyze stocks with precision. Whether you’re tracking trends, evaluating assets, or exploring financial data, Barebone delivers real-time, AI-driven intelligence tailored to your research needs.
Build Your Own AI Research Agent
Barebone is not just another finance app—it’s a specialized AI-powered research assistant designed to help you explore financial markets efficiently. Customize your research with:… View full description on the official store →
With Barebone, build your AI-powered financial research agent to uncover deeper market insights and analyze stocks with precision. Whether you’re tracking trends, evaluating assets, or exploring financial data, Barebone delivers real-time, AI-driven intelligence tailored to your research needs.
Build Your Own AI Research Agent
Barebone is not just another finance app—it’s a specialized AI-powered research assistant designed to help you explore financial markets efficiently. Customize your research with:… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 95 MB🔞 17+📱 iOS 17.5+🔖 v1.1.0🔄 updated 0d ago🌐 EN📂 Finance💰 Paid
📅
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 →
2026-05
🔄
Monetization changed: paid → free
2026-03
⭐
Rating ↑ 2.83 → 4.60 (improved 1.77★)
2026-03
📈
Crossed 10 ratings — social-proof flywheel kicking in
2025-12
⭐
Rating ↓ 3.20 → 2.83 (dropped 0.37★)
2025-11
⭐
Rating ↑ 2.00 → 2.75 (improved 0.75★)
2025-10
⭐
Rating ↓ 2.50 → 2.00 (dropped 0.50★)
2025-08
⭐
Rating ↑ 1.00 → 2.50 (improved 1.50★)
2025-07
🚀
First tracked snapshot — initial data captured
🌍
Multi-Country Performance
Available in 9 of 9 monitored markets| Market | Rating | Reviews | Current version |
|---|---|---|---|
| 🇦🇺 AU | 4.56522★ | 23 | 4.56522★ this version |
| 🇧🇷 BR | 5★ | 1 | 5★ this version |
| 🇨🇦 CA | 4.81818★ | 22 | 4.81818★ this version |
| 🇩🇪 DE | 4.2★ | 10 | 4.2★ this version |
| 🇫🇷 FR | 5★ | 6 | 5★ this version |
| 🇬🇧 GB | 4.54348★ | 46 | 4.54348★ this version |
| 🇮🇳 IN | 4.75★ | 4 | 4.75★ this version |
| 🇯🇵 JP | 4.5★ | 2 | 4.5★ this version |
| 🇺🇸 US | 4.46465★ | 99 | 4.46465★ this version |
🔔
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📝 Description
95
BU Score · Transcendent
About this analysis
Why low confidence: only 99 ratings · no founder-verified revenue (model estimate only) · revenue figure is directional only.
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does Barebone - AI Finance Research make per month?▴
Based on our ML-calibrated revenue forecast, Barebone - AI Finance Research earns approximately $200/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 Barebone - AI Finance Research?▴
Browse the full Finance 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 Barebone - AI Finance Research?▴
Barebone - AI Finance Research is published by Barebone Group Holdings Limited 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 Barebone - AI Finance Research's BU Score?▴
Barebone - AI Finance Research has a BU Score of 55/100 (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.