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Agentic AI Atlas · Cohort Retention Analysis
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Cohort Retention Analysis overview

Conducts systematic cohort-based retention analysis for marketing-acquired users — building weekly and monthly retention curves segmented by acquisition channel, campaign, and user attributes, identifying inflection points where retention diverges between cohorts, isolating retention drivers through feature-usage correlation analysis, defining intervention triggers for at-risk cohorts, measuring the impact of retention marketing campaigns on curve shape, and comparing organic vs paid cohort long-term value. Produces cohort retention dashboards, driver analysis reports, and intervention trigger recommendations. Excludes product feature development and customer success operations.

WorkflowOutgoing · 11Incoming · 0

Attributes

displayName
Cohort Retention Analysis
workflowKind
operational
triggerType
scheduled
typicalCadence
monthly
complexity
cross-team
description
Conducts systematic cohort-based retention analysis for marketing-acquired users — building weekly and monthly retention curves segmented by acquisition channel, campaign, and user attributes, identifying inflection points where retention diverges between cohorts, isolating retention drivers through feature-usage correlation analysis, defining intervention triggers for at-risk cohorts, measuring the impact of retention marketing campaigns on curve shape, and comparing organic vs paid cohort long-term value. Produces cohort retention dashboards, driver analysis reports, and intervention trigger recommendations. Excludes product feature development and customer success operations.

Outgoing edges

applies_to_domain2
  • domain:digital-marketing·DomainDigital Marketing
  • domain:marketing·DomainMarketing
involves_role3
  • role:data-scientist·RoleData Scientist
  • role:data-analyst·RoleData Analyst
  • role:planner·RolePlanner
performed_by_org_unit2
  • org-unit:analytics-team·OrgUnitAnalytics Team
  • org-unit:growth-team·OrgUnitGrowth Team
requires_skill_area2
  • skill-area:data-analytics·SkillAreaData Analytics
  • skill-area:market-research·SkillAreaMarket Research
triggers_responsibility2
  • responsibility:data-quality-monitoring·ResponsibilityData quality monitoring
  • responsibility:performance-budget-tracking·ResponsibilityPerformance budget tracking

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