Signals are only useful if they change what a good rep would do. Pick signals that predict buying readiness for your offer, wire each to a distinct agent response, and prune signals that fire a lot but never convert.
Choose signals that imply action
A signal is worth ingesting only if it should change targeting or timing. Funding, relevant hiring, a champion's job change, and product-led usage are high-signal for most offers. Generic firmographic changes usually aren't.
Match the signal to the response
Each signal should trigger a specific, relevant motion — funding warrants a different opening than a job change or a website intent hit. Wiring one generic sequence to every signal wastes the signal's specificity, which was the whole point (see Signal-triggered plays).
Prioritize freshness
Signals decay. Acting on funding news within days beats acting weeks later, and in-session intent beats month-old intent. Prefer real-time signal ingestion over polling, and let the agent act while the signal is still hot.
Prune what doesn't convert
Review which signals actually preceded replies and meetings. A signal that fires constantly but never converts is noise — it inflates the queue and dilutes agent focus. Drop it and reallocate budget to signals that earn their place.
