The only platform built end-to-end for the individual investor.
AI tools are general. Data platforms are manual. Institutional software is priced for trading desks. Brokerages just execute. Rub is the intelligence layer that sits between market data and your decision — personalized to how you actually trade.
Rub scores are driven by real financial data — fundamentals, technicals, peer benchmarks — not language model guesses.
You don't interpret raw charts or ratios. Rub distills them into one score and tells you why.
No $24k/year terminal. No steep learning curve. Built for individual investors from day one.
Brokerages tell you the price. Rub tells you whether it's worth owning — then you execute wherever you want.
| Feature | RubYour edge | ChatGPT / Claude / PerplexityAI Tools | TradingViewFinancial Data | Seeking Alpha / KoyfinFinancial Data | Bloomberg TerminalInstitutional | ComposerStrategy Automation | Public / KimptonSocial Investing | Robinhood / E*Trade / TD AmeritradeBrokerages |
|---|---|---|---|---|---|---|---|---|
| Personalized stock scoring | ||||||||
| Peer-benchmarked analysis | ||||||||
| AI-generated insights | ||||||||
| Portfolio grading (letter grade) | ||||||||
| Brokerage integration (Plaid) | ||||||||
| Plain-English strategy generation | ||||||||
| Buy / sell threshold alerts | ||||||||
| Portfolio backtesting | ||||||||
| Retail-accessible pricing | ||||||||
| Built for individual investors |
Why each alternative falls short for the individual investor.
Great for research questions — but they have no real-time market data, no scoring engine, and can't track your portfolio or fire alerts.
Excellent charting and data. But analysis is manual — you build your own screener from scratch and interpret everything yourself.
Strong editorial research and data coverage. No scoring engine, no portfolio grading, and no workflow that connects signal to action.
The gold standard for professionals — at ~$24k/year per seat. Built for trading desks and institutions, not for the individual investor building a personal portfolio.
Excellent for rule-based automated strategies. No personalized scoring, no portfolio grade, and requires a more quantitative mindset to get value.
Community and social features are strong, but decisions are driven by crowd sentiment rather than data-driven, peer-benchmarked analysis.
Where you execute — not where you decide. Brokerages are built for order entry, not for deep stock analysis, portfolio grading, or strategy generation.
Rub isn't a replacement. It's the intelligence layer you were missing.
You can still use ChatGPT to research a company. You can still chart in TradingView. You can still execute in Robinhood. Rub is the part of the stack that scores, grades, and strategizes — so by the time you open your brokerage, you know exactly what you're doing and why.
The edge is in the workflow.
Every other tool handles one piece. Rub handles the whole path — from scoring a stock to grading your book to generating your next strategy.