{
  "id": "lib-process:product-management--conversion-funnel-analysis",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "product-management/conversion-funnel-analysis",
    "description": "Conversion Funnel Analysis - Comprehensive process for analyzing user conversion funnels,\nidentifying drop-off points, uncovering friction, designing A/B tests, and generating data-driven\noptimization recommendations to improve conversion rates across critical user journeys",
    "libraryPath": "library/specializations/product-management/conversion-funnel-analysis.js",
    "specialization": "product-management",
    "references": [
      "- Funnel Analysis Best Practices: https://www.amplitude.com/blog/funnel-analysis",
      "- Conversion Rate Optimization: https://www.optimizely.com/optimization-glossary/conversion-rate-optimization/",
      "- Google Analytics Funnel Visualization: https://support.google.com/analytics/answer/6180923",
      "- Mixpanel Funnels: https://mixpanel.com/blog/funnel-analysis/"
    ],
    "example": "const result = await orchestrate('product-management/conversion-funnel-analysis', {\n  productName: 'E-commerce Platform',\n  funnelName: 'Checkout Flow',\n  funnelSteps: ['Cart', 'Shipping Info', 'Payment', 'Confirmation'],\n  segment: 'New Users',\n  timeframe: 'Last 30 Days',\n  targetMetrics: { conversionRate: 0.35, averageTimeToConvert: 180 }\n});",
    "usesAgents": [
      "conversion-analyst",
      "data-engineer",
      "metrics-analyst",
      "drop-off-analyst",
      "segmentation-analyst",
      "temporal-analyst",
      "ux-researcher",
      "behavioral-analyst",
      "platform-analyst",
      "root-cause-analyst",
      "optimization-strategist",
      "experimentation-designer",
      "optimization-director",
      "roadmap-planner",
      "analytics-strategist",
      "executive-communicator",
      "quality-auditor"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:product-management--conversion-funnel-analysis",
      "to": "skill-area:product-strategy",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:product-management--conversion-funnel-analysis",
      "to": "skill-area:product-analytics",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--conversion-funnel-analysis",
      "to": "domain:software-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:product-management--conversion-funnel-analysis",
      "to": "role:product-manager",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:product-management--conversion-funnel-analysis",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--conversion-funnel-analysis",
      "to": "workflow:product-discovery",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:product-management--conversion-funnel-analysis",
      "to": "workflow:competitive-analysis",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--conversion-funnel-analysis",
      "to": "specialization:product-management",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:product-management--conversion-funnel-analysis",
      "to": "lib-agent:data-science-ml--data-engineer",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:product-management--conversion-funnel-analysis",
      "to": "lib-agent:scientific-discovery--root-cause-analyst",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:product-management--conversion-funnel-analysis",
      "to": "lib-agent:shared--quality-auditor",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}