Behavioral Intelligence
What the domain covers
Behavioral Intelligence is the discipline of turning raw interaction events - page views, clicks, form submissions, email opens, message replies, and channel responses - into signals that drive decisions. A candidate must understand the event taxonomy (impressions, engagements, conversions, and negative events such as unsubscribes or spam complaints), the difference between a behavioral event (something a contact did) and a profile attribute (something true about the contact), and the role of scoring models that weight recency, frequency, and value.
Concepts to master
- Recency, frequency, monetary (RFM) framing and why recency usually dominates decay.
- Engagement vs. intent: an open is weak engagement; a repeated high-value action is closer to intent.
- Attribution windows: a conversion is credited only within a defined lookback, so the same event can count differently across reports.
- Aggregation levels: contact-level vs. account-level rollups, and why summing across channels can double-count a single person.
Traps in questions
Watch for questions that confuse event time with processing time, or that treat a single click as proof of purchase intent. Another common trap is assuming a score resets when a contact goes dormant - decay is usually gradual, not a hard reset. Also beware of "more data is always better": noisy low-value events can dilute a model.
Worked example
A contact opens three emails, clicks one link, and visits a pricing page twice in a week. Rule of thumb: weight the pricing-page visit highest, the link click moderately, and opens lowest, then apply a 30-day decay. If the question asks which action best indicates buying intent, the repeated pricing-page visit wins - not the opens.
Key points
- Separate behavioral events from static profile attributes.
- Recency usually carries the most weight in scoring.
- A single low-effort action is weak evidence of intent.
- Attribution windows change how the same event is counted.
- Decay is gradual; scores do not hard-reset on dormancy.
- Watch for double-counting across channels.