4starter methodology

How our stock analysis works

Should I buy, hold or sell? Start with the evidence, its date, and the risks that could change your decision.

Buy · Hold · Sell Signal and price dates shown on every page Research only, not investment advice

4starter provides automated stock research, market directories, watchlists and alerts. The analysis helps you review a stock; it does not account for your finances, objectives or existing positions.

What Buy, Hold and Sell mean

A stock page displays the latest technical signal recorded for that ticker in our signal database. Buy is a positive technical indication; Sell is a negative indication; Hold records a neutral indication. These labels do not promise a future return. Missing signal data is shown as unavailable.

The date beside the answer is the time that signal was recorded, not a claim that a new assessment was made today. An unchanged signal can be older than the latest market price. Check both dates.

The supporting evidence

Company profiles, historical prices, trading volume and, where available, analyst targets provide context alongside the signal. They are separate data points, not proof that every factor is part of one combined prediction. Analyst targets describe analysts' estimates, not our guaranteed price forecast.

Some legacy data feeds map Buy, Hold and Sell to category values of 80, 50 and 20. The stock summary excludes these substitute values from its score display. A recorded score is not a probability of success or an expected return.

Data sources and freshness

Our market-data integration uses Financial Modeling Prep for company information, historical prices, quotes and analyst data. Availability varies by ticker and market. Stock pages also use the company directory and signals stored by 4starter.

Public summaries use cached data. Member features can request newer quotes and analyst information. Data sets refresh separately and can be delayed or incomplete. Check the date displayed for each figure and confirm an executable price with your broker.

How to use the analysis in a decision

  1. Check that you have the right company, ticker, exchange and currency.
  2. Read the signal and price dates. Older evidence may no longer describe the current market.
  3. Compare the signal with the price trend, volume, company filings, earnings dates and recent news.
  4. Define your time horizon, position size and acceptable loss. Decide what evidence would invalidate your view.
  5. Use a watchlist to revisit the decision when the signal or market conditions change.

Limits of the analysis

Technical signals can be wrong, especially around earnings, unexpected news and illiquid trading. This page does not publish a validated win rate or a complete, reproducible description of the upstream signal engine. Do not interpret a label or score as verified predictive accuracy. Historical examples do not establish future performance.

Editorial responsibility and corrections

4starter publishes the automated summaries on this site. They should not be read as a named analyst's personal review. For a suspected error, use our contact form and include the ticker, exchange, page URL, displayed date and the figure you believe is wrong.

See our investment disclaimer for the scope of the service.