FAQ

Last updated: May 2026

This FAQ explains how the platform works and how to interpret the main controls and outputs.

Questions are grouped by feature area to match the dashboard and account sections.

Quick Start
  1. Enter a ticker symbol.
  2. Run the calculation.
  3. Compare the estimated value with the market price.

Overview

What does this platform do?

The platform estimates a company value from historical financial data and projected future income.

Use it to compare the model estimate with the market price and review the main forecast and chart outputs.

What does the estimated price represent?

The estimated price is the model's per-share valuation for the selected company and settings.

It is a valuation output, not a promise, target, or trade signal. The popover attached to Estimated breaks that figure into starting equity value and discounted future-income contribution.

What do the charts show?

The forecast chart shows historical and projected net income.

The price history chart shows market-price history and, when relevant, a retrospective valuation line.

What is the forecast based on?

The forecast is based on quarterly financial history plus the current forecast settings.

This includes the selected net income forecast model, its active parameters, and the selected discount rate. The default weighted model emphasizes newer quarters more heavily than older ones.

Running a Valuation

What is a ticker?

A ticker is the short stock-market symbol used to identify a company.

Examples include AAPL, MSFT, and NVDA.

How do I run a single ticker valuation?

Enter a ticker symbol, adjust settings if needed, and run the calculation.

The result includes an estimated price, market comparison when available, forecast, and chart view for that company.

What does the valuation date do?

The valuation date runs the model as if it were executed on that historical date.

The model uses the financial data available at that time and compares the result with the market close on or before that date when stored history exists. Reset returns the view to today.

What does the discount rate control?

The discount rate controls how strongly future projected income is reduced when converted into present value.

Higher rates usually lower the estimate. Lower rates usually raise it. In most cases the automatic rate is based on WACC-style inputs.

What does market price mode do?

Latest close uses the most recently available close in the app. Live price uses live market quotes when that mode is enabled for your role.

This setting affects the comparison price, Potential, Implied Disc., and the price-history source. It does not change the company's underlying financial statements.

Reading Results

What does the net income forecast show?

The forecast shows historical quarterly net income plus the forward path produced by the currently selected forecast model.

It includes a central forecast path and discounted expected-income diagnostics based on that projection.

What are the shaded bands?

The shaded bands show an uncertainty range around the central forecast.

They help show how wide the modeled outcome range may be, not a guaranteed result.

What does the price history chart show?

The price history chart shows market-price history for the selected ticker.

The vertical marker shows the active valuation date or today. The Log toggle changes only the chart scale.

What does retrospective analysis show?

Retrospective analysis reruns the model across multiple historical dates.

The result is a historical line showing how the model estimate would have moved over time. The number of points and their spacing come from the Retro settings panel.

What is the Estimated breakdown popover?

The popover attached to Estimated separates the displayed valuation into two pieces: the starting equity base from the balance sheet and the discounted future-income contribution from the forecast.

It is a read-only explanation of the displayed estimate, not a separate alternate valuation.

What do Potential and Implied Disc. mean?

Potential is the percentage gap between the estimated price and the market price.

Implied Disc. is the discount rate at which the model value would match the current market price. If no comparison price is available, both fields stay blank and the result card shows an explicit market-price message instead.

Batch Analysis

What does Batch Calculation do?

Batch Calculation runs the same valuation model for multiple tickers.

Results stream into a sortable table row by row so multiple companies can be compared quickly under one consistent settings set.

How many tickers can be analyzed at once?

Batch runs are limited by your calculation quota rather than by a fixed ticker cap.

Each ticker in a batch uses one calculation when it returns a usable valuation result. Check the account page for your remaining hourly and daily quota.

What do I get in batch results?

Each row shows the main summary fields for one ticker.

This includes estimated price, market price, potential, discount rate, implied discount rate, and short-interest metrics.

Why might a ticker fail in batch mode?

A ticker may fail if required financial data is missing for that symbol or valuation point, especially if usable net-income history is not available.

It can also fail when the chosen market-price mode has no usable comparison price for that run. Batch runs continue for the remaining tickers even if one symbol cannot be processed.

Account Features

What are ticker lists?

Ticker lists store groups of symbols for batch runs.

Global lists are built into the app. Personal lists are saved to your account. Selecting a list fills the ticker field for reuse.

What do Save / update list, Delete, and Clear do?

Save / update list stores the current symbols as a personal list.

Delete removes the selected personal list. Clear deselects the current list.

What is Calculation History?

Calculation History stores previous valuation results for your account. It includes the source type and the For Date target date so current, retrospective, and batch results stay distinguishable.

You can filter by ticker and date range, then review or clear the rows currently shown. Older entries may disappear after a service restart.

What does Underlying Data show?

If the Underlying Data panel is shown, it displays the financial data behind a single-ticker result.

Depending on your access level, you may see a simpler view or a more complete one.

What do the account settings control?

The account page shows your role-based limits and stores the dashboard defaults tied to your account.

This includes your remaining calculation quota, market price mode, net income forecast model, its active parameters, retrospective data points, retrospective interval, and whether standard ticker lists are shown when your role allows them.

How do retrospective data points and interval work together?

Retrospective data points control how many historical valuations are calculated.

Retrospective interval controls the spacing between them. More points produce a denser estimate line but require more calculations. Your current limits are shown in the account settings.

What is regression window length?

Regression window length is the number of recent quarterly observations used by the plain linear regression forecast model.

A shorter window reacts faster to recent earnings changes. A longer window is smoother. The weighted default model uses the full history and emphasizes recency through forecast decay instead.

What does Reset UI settings do?

Reset UI settings restores your saved dashboard defaults, including market price mode, forecast model settings, and retrospective settings.

It does not change your account role or your calculation quota.

Model Limitations

Does the model work for all companies?

DCF models work best for companies with relatively stable earnings patterns.

Results may be less reliable for companies with highly volatile earnings or business models that do not fit this approach well.

When are DCF estimates less reliable?

Estimates are usually less reliable when the business has unstable earnings, limited history, or unusual capital structure behavior.

Large changes in the discount rate or forecast assumptions can also move the result sharply.

How should I interpret a large gap vs market price?

Treat it as a research signal, not a trade instruction.

A large gap means the current model assumptions produce a very different estimate from the market price.

Is this investment advice?

No. It is a research support tool.

Final investment decisions remain your responsibility.

Technical Questions

Where does the financial data come from?

Financial statement data is collected from company reporting and processed before it is used in the model.

Market-price data and related market inputs are handled separately for valuation and comparison.

How often is data updated?

Financial and market data are refreshed regularly.

Depending on your selected settings, some calculations use the most recently available app data while others can use live market quotes.

Why did a result change since the last run?

Results can change when the valuation date changes, when financial or market data updates, or when settings such as market price mode, discount rate, forecast model, or its parameters are changed.

Where do I report issues or request features?

Use the Contact page.

Include the ticker, approximate time, and what you expected versus what happened.