II.
Role overview
Reference · liverole:product-analyst
Product Analyst overview
Monitors and analyzes product usage data to surface insights that drive feature decisions and roadmap prioritization. Builds dashboards, funnels, and cohort analyses using BI tooling and SQL, and partners with product managers to define and track KPIs. Bridges the gap between raw telemetry and actionable product intelligence for leadership and cross-functional stakeholders.
Attributes
displayName
Product Analyst
isAgentic
false
automatability
0.5
description
Monitors and analyzes product usage data to surface insights that drive feature
decisions and roadmap prioritization. Builds dashboards, funnels, and cohort
analyses using BI tooling and SQL, and partners with product managers to define
and track KPIs. Bridges the gap between raw telemetry and actionable product
intelligence for leadership and cross-functional stakeholders.
seniority
mid
Outgoing edges
holds_responsibility4
- responsibility:metric-definition·ResponsibilityMetric Definition
- responsibility:data-quality·ResponsibilityData Quality
- responsibility:stakeholder-communication·ResponsibilityStakeholder Communication
- responsibility:documentation·ResponsibilityDocumentation
requires_skill3
- domain:data-science·DomainData Science
- domain:databases·DomainDatabases
- specialization:data-engineering-analytics·Specialization
Incoming edges
held_by1
- responsibility:feature-adoption-tracking·ResponsibilityFeature adoption tracking
involves_role3
- workflow:market-analysis·WorkflowMarket Analysis
- workflow:customer-journey-optimization·WorkflowCustomer Journey Optimization
- workflow:user-feedback-loop·WorkflowUser Feedback Loop
lib_involves_role51
- lib-agent:product-management--customer-success-pm·LibraryAgentCustomer Success PM
- lib-agent:product-management--data-pm·LibraryAgentdata-pm
- lib-agent:product-management--growth-pm·LibraryAgentGrowth PM
- lib-agent:product-management--gtm-strategist·LibraryAgentGo-to-Market Strategist
- lib-agent:product-management--jtbd-specialist·LibraryAgentJTBD Specialist
- lib-agent:product-management--market-analyst·LibraryAgentMarket Analyst
- lib-agent:product-management--prioritization-expert·LibraryAgentprioritization-expert
- lib-agent:product-management--product-strategist·LibraryAgentProduct Strategist
- lib-agent:product-management--requirements-analyst·LibraryAgentRequirements Analyst
- lib-agent:product-management--stakeholder-manager·LibraryAgentStakeholder Manager
- lib-agent:product-management--technical-pm·LibraryAgentTechnical Product Manager
- lib-agent:product-management--user-researcher·LibraryAgentuser-researcher
- lib-agent:ux-ui-design--ab-testing·LibraryAgentab-testing-agent
- lib-process:product-management--beta-program·LibraryProcessspecializations/product-management/beta-program
- lib-process:product-management--competitive-analysis·LibraryProcessproduct-management/competitive-analysis
- lib-process:product-management--conversion-funnel-analysis·LibraryProcessproduct-management/conversion-funnel-analysis
- lib-process:product-management--customer-advisory-board·LibraryProcessproduct-management/customer-advisory-board
- lib-process:product-management--feature-definition-prd·LibraryProcessproduct-management/feature-definition-prd
- lib-process:product-management--jtbd-analysis·LibraryProcessproduct-management/jtbd-analysis
- lib-process:product-management--metrics-dashboard·LibraryProcessspecializations/product-management/metrics-dashboard
- lib-process:product-management--moscow-prioritization·LibraryProcessproduct-management/moscow-prioritization
- lib-process:product-management--prd-to-spec·LibraryProcessproduct-management/prd-to-spec
- lib-process:product-management--product-council-review·LibraryProcessproduct-management/product-council-review
- lib-process:product-management--product-launch-gtm·LibraryProcessspecializations/product-management/product-launch-gtm
- lib-process:product-management--product-market-fit·LibraryProcessproduct-management/product-market-fit
- lib-process:product-management--product-vision-strategy·LibraryProcessproduct-management/product-vision-strategy
- lib-process:product-management--quarterly-roadmap·LibraryProcessspecializations/product-management/quarterly-roadmap
- lib-process:product-management--retention-cohort-analysis·LibraryProcessproduct-management/retention-cohort-analysis
- lib-process:product-management--rice-prioritization·LibraryProcessproduct-management/rice-prioritization
- lib-process:product-management--stakeholder-alignment·LibraryProcessproduct-management/stakeholder-alignment
- lib-process:product-management--task-to-prd·LibraryProcessproduct-management/task-to-prd
- lib-process:product-management--user-story-mapping·LibraryProcessproduct-management/user-story-mapping
- lib-skill:entrepreneurship--startup-metrics·LibrarySkillstartup-metrics
- lib-skill:product-management--ab-test-design·LibrarySkillA/B Test Design
- lib-skill:product-management--competitive-intel·LibrarySkillCompetitive Intelligence
- lib-skill:product-management--feature-flags·LibrarySkillFeature Flagging
- lib-skill:product-management--feedback-aggregation·LibrarySkillCustomer Feedback Aggregation
- lib-skill:product-management--gtm-strategy·LibrarySkillGTM Strategy
- lib-skill:product-management--okr-planning·LibrarySkillOKR Planning
- lib-skill:product-management--persona-development·LibrarySkillPersona Development
- lib-skill:product-management--prd-generator·LibrarySkillprd-generator
- lib-skill:product-management--prd-to-spec·LibrarySkillprd-to-spec
- lib-skill:product-management--prioritization-calculator·LibrarySkillprioritization-calculator
- lib-skill:product-management--product-analytics·LibrarySkillproduct-analytics
- lib-skill:product-management--roadmap-viz·LibrarySkillRoadmap Visualization
- lib-skill:product-management--stakeholder-comms·LibrarySkillStakeholder Communication
- lib-skill:product-management--survey-design·LibrarySkillSurvey Design
- lib-skill:product-management--task-to-prd·LibrarySkilltask-to-prd
- lib-skill:product-management--user-research-synthesis·LibrarySkilluser-research-synthesis
- lib-skill:product-management--user-story-generator·LibrarySkilluser-story-generator
- lib-skill:ux-ui-design--heatmap-analysis·LibrarySkillheatmap-analysis