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METHODOLOGY

Five dimensions. One comparable signal.

A transparent overview of how FirstSignal converts observable company activity into research scores.

Research pipeline

  1. Gather recent information from official public company channels.
  2. Use language models to classify substantive activity signals.
  3. Quantify signal intensity on an absolute 0–100 scale.
  4. Combine AI demand (30%), capacity (20%), R&D (20%), sales (15%) and expansion (15%).
  5. Refresh tracked companies daily and retain history for comparison.

Interpretation limits

A score measures the intensity of visible expansion activity. It is not a valuation model, probability of positive return, analyst recommendation, or statement of a company’s financial health. Short histories and sparse public information reduce reliability.