II.
Workflow overview
Reference · liveworkflow:lead-to-revenue-funnel-analysis
Lead-to-Revenue Funnel Analysis overview
Analyzes the full lead-to-revenue funnel across marketing, sales development, and sales — measuring stage conversion rates (MQL-to-SQL, SQL-to-opportunity, opportunity-to-close), identifying bottleneck stages with degrading velocity, segmenting performance by source/channel/segment, and benchmarking against historical cohorts. Produces funnel health report with specific stage-level improvement recommendations. Excludes individual campaign optimization and deal-level interventions.
Attributes
displayName
Lead-to-Revenue Funnel Analysis
workflowKind
governance
triggerType
scheduled
typicalCadence
monthly
complexity
cross-team
description
Analyzes the full lead-to-revenue funnel across marketing, sales
development, and sales — measuring stage conversion rates
(MQL-to-SQL, SQL-to-opportunity, opportunity-to-close), identifying
bottleneck stages with degrading velocity, segmenting performance by
source/channel/segment, and benchmarking against historical cohorts.
Produces funnel health report with specific stage-level improvement
recommendations. Excludes individual campaign optimization and
deal-level interventions.
Outgoing edges
applies_to_domain3
- domain:revenue-operations·DomainRevenue Operations
- domain:marketing·DomainMarketing
- domain:sales·DomainSales
involves_role3
- role:data-scientist·RoleData Scientist
- role:planner·RolePlanner
- role:engineering-manager·RoleEngineering Manager
performed_by_org_unit3
- org-unit:revenue-operations-team·OrgUnitRevenue Operations Team
- org-unit:marketing-team·OrgUnitMarketing Team
- org-unit:sales-team·OrgUnitSales Team
requires_skill_area2
- skill-area:python-data-pipelines·SkillAreaPython Data Pipelines
- skill-area:observability-pipeline·SkillAreaObservability Pipeline
triggers_responsibility2
- responsibility:data-quality-monitoring·ResponsibilityData quality monitoring
- responsibility:capacity-planning·ResponsibilityCapacity Planning
Incoming edges
None.