Figure 1From “Pipeline coverage hides a conversion distribution”
Equal coverage, different expected value
Both synthetic pipelines show 4x coverage. The expected values differ only because the declared conversion assumptions differ. The model is not a company forecast.
Figure 1Equal coverage, different expected value
Source: Author-generated transparent model. Target = 100 units; pipeline value = 400 units in both cases; Pipeline A probability = 20%; Pipeline B probability = 5%; expected value = pipeline value multiplied by probability. Values are illustrative, not a market benchmark.

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Revenue operations & AI
Pipeline coverage hides a conversion distribution
The same coverage multiple can contain different stage mixes and expected outcomes. State the probability model before trusting the total.
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