Job change alerts from platforms like Clay often provide outdated information for identifying sales triggers, with a significant lag of 45-90 days after a new hire actually starts. New executives typically enter an "influence window" for purchasing decisions between months 3 and 9 of their tenure, making outreach based on early job alerts temporally misaligned. More effective early signals for technical roles include GitHub activity and engineering blog contributions, which can surface hires within days of their start.
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