Reading a Stock Page

Start at the AI Scorecard

The first thing you see on a stock page is the AI Scorecard. It displays the composite AI score (a number from 0 to 100), the direction (positive or negative), and a confidence level. Below the headline numbers, the scorecard breaks out three pillars — Technical, Financial, and Seasonality — so you can see at a glance which analytical areas are contributing to the overall reading. The 'Add to Watchlist' button lives in the scorecard header, making it easy to start tracking a name right from this card.

The score is an agreement gauge across eight weighted signals — it tells you how consistently multiple independent analytical lenses point in the same direction. A high score means most signals agree; a low score means they do not. That agreement is probabilistic context, not a recommendation.

The Intrinsic Value card

Below the scorecard, the Intrinsic Value card shows two numbers side by side: the current market price and the model-estimated value labeled 'ŷRobot Intrinsic Value, 6M from Last Report.' Between them sits the Valuation Gap percentage — the difference between the estimate and the current price, expressed as a share of the current price.

The '6M from Last Report' label tells you when the underlying data was last anchored. The estimate is derived from a CatBoost regression model trained on roughly 40 fundamental, growth, cash-flow, and price-momentum inputs. A positive Valuation Gap means the model's estimate sits above the current price; a negative gap means it sits below. Both readings are probabilistic — the model can be materially wrong, especially during rapid business or market changes.

Read the gap as context, not as a timing signal. It summarizes where the model, based on the most recent financial data, places the estimated fair value relative to what you would pay today.

Forecast and Quarterly P/E charts

The forecast chart shows a price path with upper and lower bands. The bands represent the model's range of estimated outcomes rather than a single-point prediction, making the uncertainty visible rather than hiding it in a number. The chart gives you a sense of both the direction and the spread the model sees from current data.

The Quarterly P/E card plots the stock's price-to-earnings ratio over multiple quarters as a line, set against its own multi-quarter average. Deviation bands around that average show how far the current P/E sits from its own historical norm — above the band means the stock is trading at a historically elevated earnings multiple for itself; below means the opposite. This card is a reference for how the current valuation compares to the stock's own P/E history, not a comparison to other companies.

Getting there

You can reach any stock page by searching for a symbol from the US Equities section of the app. The Smart Screener also links directly: click any symbol in the screener grid to open its full stock page. Sign-in is required to view stock pages.

The order in which the cards appear on the page — Scorecard, Intrinsic Value, Forecast, Quarterly P/E — follows the logic of starting broad and narrowing down. The scorecard gives you the composite signal; the value card puts price in context; the charts let you look at the shape of both the forecast range and the P/E history in one view.