Growth Segmentation

Behavioral segmentation for growth purposes typically builds on the user's relationship with the product's activation milestones. Key segments: Not-Yet-Activated (signed up but not completed core first action) — primary intervention: remove onboarding friction and trigger targeted guidance to the first aha moment. Activated-Not-Retained (completed activation but no activity in last 14 days) — primary intervention: re-engagement sequence highlighting value and offering help. Power Users (top 10% by usage depth × breadth) — primary intervention: invite to beta programs, advocacy programs, and community leadership. Below-Threshold Usage (active but using fewer than 3 core features) — primary intervention: targeted discovery campaigns for underutilized high-value features. Account Expansion Ready (account usage approaching plan limits, or multiple teams using a single account) — primary intervention: targeted upgrade conversation from CSM or in-app upgrade prompt.

Lifecycle segments group users by their position in the customer journey rather than by current behavior patterns. Key lifecycle stages: New (0–30 days post-signup) — experience focus: activation and habit formation; communication tone: welcoming and educational. Established (30–180 days post-signup) — experience focus: feature discovery and depth expansion; communication tone: informative and inspiring. At-Risk (behavioral signals indicate potential churn) — experience focus: re-engagement and problem resolution; communication tone: concerned and helpful. Champion (high engagement, positive NPS, frequent referrals) — experience focus: advocacy programs and expansion; communication tone: celebratory and exclusive. Churned (>60 days inactive or canceled) — experience focus: win-back campaigns if appropriate; communication tone: acknowledging and value-reiterating. Growth teams build distinct playbooks for each lifecycle stage.

Operationalizing segmentation requires three layers of infrastructure. Segmentation engine: a CDP (Segment) or marketing automation platform (Customer.io, Iterable, Braze) that ingests product events and computes segment membership in real time, so that the moment a user's behavior changes, they automatically move to the appropriate segment. Segment-specific playbooks: documented communication sequences (email, in-app message, CS outreach) for each segment, stored in the marketing automation tool and activated when users enter the segment. Reporting: a segmentation health dashboard that shows the current population of each segment (trending up/down?), the most recent intervention's performance (open rate, CTA completion), and the cohort outcome (activation or retention rate for users who received the intervention vs. a holdout control). Product Ops owns the playbook documentation and reporting; Marketing and CS own the playbook content.