0
Quality Score
Niche
Molten: Local AI Chat
✍️ bumetric analysis
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Molten: Local AI Chat is an iOS app from OnDemandWorld (HK) in the Productivity category, currently rated — across few ratings. Initial signal reads as no scraped reviews yet: judgment based on metadata only.
Quality Score is 0: Niche (micro-niche or pre-traction stage). For a Productivity 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.
📊 Performance Tracking LIVE
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Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
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 3 of 3 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 | |
| New app (3 months old)METRIC | −$700 | |
| 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 →💾 18 MB🔞 17+📱 iOS 26.0+🔖 v1.0.1🔄 updated 2mo ago🌐 EN📂 Productivity💰 Paid🚀 Launched 2026 (0y old)
📝 About this app
Molten brings AI to your devices—completely local, completely private.
Run LLMs Offline
Chat with models from Ollama, Swama (MLX-optimized for Apple Silicon), or built-in On Device Models. No cloud API, no tracking—your data stays your devices.
Key Features
Seamless self-hosted server switching and model selection, including on-device models.
Real-time streaming responses with performance analytics (tokens/sec, eval rates).
Native SwiftUI interface with markdown rendering, syntax highlighting, dark mode, and keyboard shortcuts.
Floating panel for quick chats on macOS.
Privacy Obsessed… View full description on the official store →
Run LLMs Offline
Chat with models from Ollama, Swama (MLX-optimized for Apple Silicon), or built-in On Device Models. No cloud API, no tracking—your data stays your devices.
Key Features
Seamless self-hosted server switching and model selection, including on-device models.
Real-time streaming responses with performance analytics (tokens/sec, eval rates).
Native SwiftUI interface with markdown rendering, syntax highlighting, dark mode, and keyboard shortcuts.
Floating panel for quick chats on macOS.
Privacy Obsessed… View full description on the official store →
🆕 What's New · v1.0.1
What's New in 1.0.1
We've been working on making Molten even better!
Fixed
• Stop button now always reverts to send button after responses
• Auto-scroll is smoother during streaming
• Memory usage improved for long conversations
Improved… Full release notes →
We've been working on making Molten even better!
Fixed
• Stop button now always reverts to send button after responses
• Auto-scroll is smoother during streaming
• Memory usage improved for long conversations
Improved… Full release notes →
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Molten: Local AI Chat
- Developer
- OnDemandWorld (HK)
- Bundle ID
- com.ondemandworld.molten
- App Store URL
- Open in App Store
- Category
- Productivity
- Content rating
- 17+
- Languages
- EN
Company
- Website
- ondemandworld.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
- $86/mo
- Top-grossing rank
- Outside top 100 in US Productivity
- 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.
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.
Similar apps in Productivity
Full revenue analysis
Read the article-style breakdown for Molten: Local AI Chat: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.