SKILL

okhp3-outcome-modeling-sales

Forecast pipeline and compare salespeople, territories, accounts, and commercial allocations using expected contribution rather than close rate alone. Use when evaluating stage probability, quota, discount, retention, margin, customer lifetime value, or opportunity quality. Load `okhp3-outcome-modeling-core` first.

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适用对象:商业服务。自动收录 · 待核查。

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原文涵盖的主题

  • okhp3-outcome-modeling-sales
  • Scope
  • Reframe the sales outcome
  • Computational payload
  • Workflow
  • Validation gates
  • Output contract
  • References

OverKill Hill P³ · overkillhill.com · github.com/OKHP3 Apply outcome modeling to sales and business decisions where raw wins can hide discounting, easy-opportunity selection, churn, service cost, or money left on the table. The primary object is economically efficient contribution, not a flattering headline metric such as close rate. -- | In scope | Out of scope | |----------|-------------| | Pipeline and revenue forecasts | Fabricated CRM or customer information | | Margin, retention, expansion, and capacity-aware decisions | Personnel decisions based on a single metric | | Rep, account, territory, and opportunity comparisons | Unauthorized outreach or CRM writes | -- Do not treat a 100% close rate as proof of superior performance. First examine opportunity assignment, customer fit, deal size, competition, discounts, cycle time, retention, expansion, service burden, and capacity consumed. Use an economic objective such as: The exact objective must be agreed before ranking salespeople or allocating resources. Read references/computational-model.md for expected contribution, incremental lift, and constrained allocation formulas. Read references/glossary.md before using sales abbrevi

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来源仓库
OKHP3/skillz
源文件
outcome-modeling/okhp3-outcome-modeling-sales/SKILL.md
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7b187777d42ab7bc7bab1e5f2c940cd3139ecebf
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原作者:OKHP3/skillz · 原作者仓库元数据。文档核查:未核查。最近来源检查:2026-11-10T10:00:55.287Z。

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