Next Best Action
Next Best Action (NBA) systems recommend the optimal next sales or marketing engagement for each prospect or customer — using ML to determine which channel, content, and timing maximizes outcome probability per individual.
Why This Matters
NBA system mechanics: ingest prospect/customer state (current engagement, prior actions, attributes), apply ML models predicting outcome probability across action options (call now, email content X, wait 3 days, send specific case study), recommend highest-probability action. Compared to rigid sequences (everyone gets same touches in same order), NBA personalizes touch sequences per individual based on real-time signals. Used in sales engagement platforms, customer success platforms, and marketing automation. Performance benefit: 20-50% improvement in target metrics through personalized timing and content selection.
Frequently Asked Questions
Frequently Asked Questions
How does NBA differ from sequence-based outreach?
Sequences apply same predefined touches to all prospects in cadence. NBA personalizes touches per prospect based on their specific signals — different prospects receive different next actions based on what's most likely to work for them.
What's required to implement NBA?
Behavioral data on prospects (engagement history), action options to choose between, outcome data for ML training (which actions produced which outcomes historically), and execution platform capable of action diversification. Requires more sophistication than basic sequencing.