Short answer
The useful question is whether behavior across sources indicates intent that should change timing, posture, offer, messaging, or escalation.
Start with the decision at risk
A useful competitor read begins with the decision owner. Product leaders, strategy teams, sales leaders, and executives need different evidence because they can take different actions.
Read behavior across sources
Hiring patterns, product language, pricing changes, channel movement, customer references, executive changes, and financing activity should be read together. One source can start a watch. The call needs stronger support.
Brief the move leadership can make
The output should state likely intent, confidence level, affected assumptions, and the next watch action. Leaders should know whether to respond, wait, test, or escalate.
