Prospero.ai
AI-powered stock picking app that levels the playing field for retail investors
AI-Powered Summary
Prospero.ai is a free mobile app that uses AI and machine learning to analyze institutional trading behavior, options market data, dark pool activity, and social sentiment to generate stock signals and picks for retail investors. It provides both short-term and long-term investment signals alongside educational resources. The platform also offers investing and trading newsletters via Substack with claimed outperformance versus the S&P 500.
Key Features
What makes Prospero.ai stand out
AI Stock Picks
Daily AI-generated lists of stocks identified as potential winners and losers based on market data analysis.
Net Options Sentiment
Ranks stocks by how institutional traders value them based on options market pricing dynamics.
Dark Pool Rating
Detects activity in dark pools — private exchanges used by institutions to delay trades up to 24 hours.
Stock Screeners
Pre-built screeners showing stocks with the strongest cumulative signal scores across multiple factors.
Signal Alerts
Get notified when signals detect important changes for stocks on your watchlist.
Institutional Flow Tracking
Ranks stocks based on institutional buying and selling activity from SEC filings.
Social Sentiment Analysis
Ranks stocks based on how positively or negatively they are discussed on social media.
Learning Center
In-app educational guides teaching users how to interpret signals and develop sustainable investing skills.
What's Great
- Free mobile app available on both iOS and Android with no apparent paywall for core features
- Analyzes multiple data sources including options flow, dark pools, institutional filings, and social sentiment
- Provides both short-term (1-2 month) and long-term (2 month to 2 year) signals for different investment styles
- Includes educational resources to help users understand signals and develop investing skills
- Active community with Discord, YouTube, and newsletter channels for ongoing engagement
Things to Know
- Performance claims (e.g., 12.9x S&P outperformance) are self-reported and may not reflect actual user results
- Limited pricing transparency — unclear if premium tiers or paid features exist beyond the free app
- Not a brokerage — users must execute trades separately through their own trading platform
- Some app features are listed as 'Coming Soon', suggesting the product is still maturing
Pricing Plans
All Prospero.ai pricing tiers and features
Free app available on iOS and Android; newsletters available on Substack
Free App
Real Cost Breakdown
Hidden Costs
- Newsletter subscriptions on Substack may have separate costs not listed on the main site
- Users need their own brokerage account to act on signals, which may have its own fees
Cost Saving Tips
- The core app is free — start there before considering any paid newsletter subscriptions
The free app provides substantial value for retail investors seeking AI stock signals, though the full ecosystem may include paid newsletter subscriptions with undisclosed pricing.
Price Comparison
Compare Prospero.ai with similar tools
Prospero.ai ranks as the 5th most affordable option out of 5 tools, priced 100% below the category average of $41/mo.


Best For
Retail investors seeking institutional-grade stock signals and AI-driven analysis
Who Should NOT Use This
- Investors seeking a full brokerage or trading platform — Prospero.ai only provides signals and analysis — it does not execute trades or hold assets, so users need a separate brokerage account.
- Users who want fully transparent, independently audited performance data — Performance claims are self-reported by the company and may not reflect real user returns after fees, slippage, and timing differences.
- Desktop-first professional traders needing advanced charting and order management — Prospero.ai is primarily a mobile app focused on signals and picks, not a full desktop trading suite with technical analysis tools and order execution.
- Crypto or forex traders — The platform focuses on stock and ETF analysis — there is no indication of cryptocurrency or forex market coverage.
Competitive Position
Combines dark pool activity, institutional SEC filings, options flow, and social sentiment into unified proprietary signals specifically designed to help retail investors align with institutional moves.
When to Choose Prospero.ai
- You want free AI-driven stock signals on mobile without paying for expensive data terminals
- You want to understand institutional trading behavior and dark pool activity as a retail investor
- You prefer a signal-based approach over traditional fundamental or technical analysis
- You want both short-term trading signals and long-term investment signals in one app
When to Look Elsewhere
- You need an all-in-one platform that also executes trades
- You want independently verified, audited performance track records
- You need coverage for crypto, forex, or international markets
- You prefer desktop-based tools with deep technical charting capabilities
Strongest alternative: TradingView
Learning Curve
Prerequisites
Common Challenges
- Understanding what each proprietary signal means and how to combine them effectively
- Learning to interpret dark pool and institutional flow data without acting impulsively
- Translating app signals into actual trades on a separate brokerage platform
Frequently Asked Questions
Common questions about Prospero.ai
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