Signals vs. segments: why intent beats a filter every time
Segments describe who someone was. Signals describe what they're about to do. Here's why that difference is everything.
Priya Malhotra
Head of Marketing Science · June 2, 2026 · 5 min read
Signals
For twenty years, we've filtered lists. Purchased in the last 30 days. Opened three emails. Lives in New York. It got us this far, but it hit a ceiling.
The problem with filters
Filters describe history. They don't tell you why someone acted or what they'll do next. A customer who bought last month might be a loyal repeat, or already gone.
Signals close the loop
- Interested: showing curiosity, not yet ready to buy
- High intent: actively evaluating, needs a nudge
- VIP: high LTV, deserves concierge attention
- Churn risk: dormant behavior after prior engagement
When you build campaigns around signals instead of filters, you speak to who a customer is right now, not who they were the day you tagged them.
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