FirstSignal reads official public company information and scores visible expansion on a 0-100 scale: AI demand 30%, capacity 20%, R&D 20%, sales 15%, expansion 15%. Live public pages: AbbVie, CoreWeave, Astera Labs. Research signal only, not a price forecast. Not firstsignal.work, firstsignalagents.com, or firstsignals.io.