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Prospero.ai

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AI stock signals and screeners that distill institutional data for retail investors

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Prospero.ai

What it is

Prospero.ai is an investing research app for retail traders available on iOS and Android. The company says its models process millions of data points about institutional activity, options sentiment and market movement, and condense them into a set of short-term and long-term signals scored from 0 to 100 for each stock. The app includes watchlist alerts when signals change and screeners that surface stocks with the strongest cumulative scores. Prospero also publishes investing and trading newsletters on Substack that use its signals. Performance figures on its site come from the company's own newsletter paper trades, and its materials note that past results do not guarantee future returns.

Key features

  • Short and long term stock signals
  • Watchlist signal alerts
  • Score-based stock screeners
  • Investing and trading newsletters

What we liked

  • + Core app is free
  • + Simple 0 to 100 scoring
  • + Available on iOS and Android

Worth noting

  • · Performance claims are self-reported
  • · Signals are not personalized financial advice

Editor's notes

More context from AI BirdView

Prospero.ai stands out for trying to make institutional-style data readable at a glance. Rather than asking users to interpret options flow or dealer positioning themselves, it rolls those inputs into a handful of scored signals per stock, which makes the app approachable for people who are still learning how markets move.

  • Separate short-term and long-term signals help distinguish trades from longer holds
  • Scores from 0 to 100 keep each stock's picture compact
  • Alerts notify you when a watched stock's signals change
  • Screeners highlight names gaining or losing strength
  • Newsletters show how the team itself applies the signals

It is best for self-directed retail investors who want an extra data point during research. Keep in mind that the outperformance numbers on the site come from the company's own newsletter paper trades, not audited live accounts, and the signals are general information rather than advice tailored to you. Our tip: use the signals as a way to question your own thesis, and confirm anything important with primary sources such as filings before acting on it.

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