pipeline-forecasting
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ChinesePipeline Forecasting
销售管线预测
B2B sales forecasting frameworks and deal scoring models.
B2B销售预测框架与交易评分模型。
Forecast Categories
预测分类
| Category | Definition | Weight |
|---|---|---|
| Commit | Will close this period | 90% |
| Best Case | High probability, some risk | 70% |
| Pipeline | Working, outcome uncertain | 30% |
| Upside | Long shot, possible | 10% |
| 分类 | 定义 | 权重 |
|---|---|---|
| 承诺成交 | 本周期内将完成成交 | 90% |
| 最佳情况 | 高概率成交，存在一定风险 | 70% |
| 销售管线 | 跟进中，结果不确定 | 30% |
| 潜在增量 | 可能性低，有成交机会 | 10% |
Weighted Pipeline
加权销售管线
Weighted Pipeline = Σ (Deal Value × Stage Probability × Confidence)
Example:
$100K deal in Proposal (40%) with High confidence (1.1x)
= $100K × 0.4 × 1.1 = $44K weightedWeighted Pipeline = Σ (Deal Value × Stage Probability × Confidence)
示例：
处于Proposal阶段（40%概率）且高置信度（1.1倍）的10万美元交易
= 10万美元 × 0.4 × 1.1 = 4.4万美元加权值Forecast Accuracy Metrics
预测准确性指标
| Metric | Formula | Target |
|---|---|---|
| Forecast Accuracy | Actual / Forecast | 90-110% |
| Commit Accuracy | Commit Closed / Commit Forecast | >85% |
| Best Case Accuracy | BC Closed / BC Forecast | >60% |
| Pipeline Accuracy | Pipeline Closed / Pipeline Forecast | >25% |
| 指标 | 公式 | 目标 |
|---|---|---|
| 预测准确率 | 实际值 / 预测值 | 90-110% |
| 承诺成交准确率 | 已成交承诺交易数 / 承诺预测交易数 | >85% |
| 最佳情况准确率 | 已成交最佳情况交易数 / 最佳情况预测交易数 | >60% |
| 销售管线准确率 | 已成交管线交易数 / 管线预测交易数 | >25% |
Weekly Forecast Review Template
每周预测复盘模板
FORECAST REVIEW: [Date]
Commit: $[X] ([Y] deals)
- [Deal 1]: $X - [Status/Risk]
- [Deal 2]: $X - [Status/Risk]
Best Case: $[X] ([Y] deals)
- [Deal 1]: $X - [What needs to happen]
Pipeline: $[X] ([Y] deals)
- At risk: [List]
- Upside: [List]
Total Weighted: $[X]
vs. Target: $[X]
Gap: $[X]
Actions This Week:
1. [Specific action on deal]
2. [Specific action on deal]预测复盘：[日期]
承诺成交：$[X]（共[Y]笔交易）
- [交易1]：$X - [状态/风险]
- [交易2]：$X - [状态/风险]
最佳情况：$[X]（共[Y]笔交易）
- [交易1]：$X - [需推进事项]
销售管线：$[X]（共[Y]笔交易）
- 风险项：[列表]
- 潜在增量：[列表]
总加权值：$[X]
对比目标：$[X]
差距：$[X]
本周行动：
1. [针对某笔交易的具体行动]
2. [针对某笔交易的具体行动]Deal Scoring Model
交易评分模型
Score Components
评分构成
| Factor | Weight | Scoring |
|---|---|---|
| ICP Fit | 20% | 3=Perfect, 2=Good, 1=Marginal, 0=Off |
| Champion | 25% | 3=Active, 2=Supportive, 1=Identified, 0=None |
| Authority | 20% | 3=Buyer engaged, 2=Identified, 1=Unknown, 0=Blocked |
| Need | 15% | 3=Urgent, 2=Important, 1=Nice-to-have, 0=None |
| Timeline | 10% | 3=This quarter, 2=Next quarter, 1=This year, 0=None |
| Competition | 10% | 3=None/weak, 2=Incumbent, 1=Strong, 0=Losing |
| 因素 | 权重 | 评分标准 |
|---|---|---|
| 理想客户画像匹配度（ICP Fit） | 20% | 3=完全匹配, 2=良好匹配, 1=边缘匹配, 0=不匹配 |
| 内部支持者（Champion） | 25% | 3=积极推进, 2=支持, 1=已识别, 0=无 |
| 决策权限 | 20% | 3=决策者已参与, 2=已识别决策者, 1=未知, 0=受阻 |
| 需求程度 | 15% | 3=紧急需求, 2=重要需求, 1=锦上添花, 0=无需求 |
| 成交时间线 | 10% | 3=本季度, 2=下季度, 1=本年度, 0=无明确时间 |
| 竞争情况 | 10% | 3=无竞争/竞争薄弱, 2=面对现有供应商, 1=竞争激烈, 0=处于劣势 |
Score Interpretation
评分解读
- 85-100%: High confidence commit
- 70-84%: Best case
- 50-69%: Standard pipeline
- <50%: At risk, qualify harder
- 85-100%: 高置信度承诺成交
- 70-84%: 最佳情况
- 50-69%: 标准销售管线
- <50%: 存在风险，需严格筛选