revenue-operations

原文涵盖的主题

• Revenue Operations
• Quick Start
• Tools Overview
• 1. Pipeline Analyzer
• 2. Forecast Accuracy Tracker
• 3. GTM Efficiency Calculator
• Revenue Operations Workflows
• Weekly Pipeline Review

Pipeline analysis, forecast accuracy tracking, and GTM efficiency measurement for SaaS revenue teams. Output formats: All scripts support --format text (human-readable) and --format json (dashboards/integrations). -- -- Analyzes sales pipeline health including coverage ratios, stage conversion rates, deal velocity, aging risks, and concentration risks. Input: JSON file with deals, quota, and stage configuration Output: Coverage ratios, conversion rates, velocity metrics, aging flags, risk assessment Usage: Key Metrics Calculated: Pipeline Coverage Ratio -- Total pipeline value / quota target (healthy: 3-4x) Stage Conversion Rates -- Stage-to-stage progression rates Sales Velocity -- (Opportunities x Avg Deal Size x Win Rate) / Avg Sales Cycle Deal Aging -- Flags deals exceeding 2x average cycle time per stage Concentration Risk -- Warns when >40% of pipeline is in a single deal Coverage Gap Analysis -- Identifies quarters with insufficient pipeline Input Schema: Tracks forecast accuracy over time using MAPE, detects systematic bias, analyzes trends, and provides category-level breakdowns. Input: JSON file with forecast periods and optional category breakdowns Output: MAPE score, bi

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