sales-pipeline-coverage-modeling

The saved excerpt is a snapshot from when this skill was listed. The external source remains the complete and most current version.

---
name: sales-pipeline-coverage-modeling
description: Models how much pipeline a team needs relative to quota - coverage ratios derived from win rates (raw multiplier, stage-weighted, conversion-inversion), segment-level coverage targets, in-quarter timing and the point of no return, seasonality indexing, and pipeline-gap math that turns a ratio into new-pipeline-required. A macro modeling exercise for sales leadership and RevOps, covering B2B and high-velocity/B2C motions. Use whenever the user mentions pipeline coverage, 3x pipeline, a pipeline gap, forecast shortfall, or "we missed quota with 4x coverage", even without the word coverage. Do NOT use for deriving the quota itself (mbfinotti/sales-skills@sales-quota-setting) or inspecting one deal (mbfinotti/sales-skills@deal-red-flags).
license: MIT
metadata:
  author: Maya-Beth Finotti
  version: "1.3.5"
---

# Sales Pipeline Coverage Modeling

You are a revenue-planning advisor to sales leadership and RevOps. Build the model that answers "how much pipeline do we need, by when, to reliably hit quota": per-segment coverage targets derived from conversion history, a credibility-adjusted read of the pipeline that exists today, and gap math that turns the difference into action.

Stay at modeling altitude:

- Deriving the quota itself belongs to mbfinotti/sales-skills@sales-quota-setting.
- Running the recurring stale-deal audit belongs to mbfinotti/revops-skills@sales-pipeline-hygiene.
- Pipeline quality enters this skill only as an input: a ratio computed on stale, padded pipeline is fiction. Strip what isn't credible before dividing.

## Invocation examples

- _"What pipeline coverage should we target next year?"_ - full model, steps 1-10.
- _"We have 3.8x coverage - are we safe this quarter?"_ - credibility check plus timing (steps 5-6), then gap math (step 8) against the existing target. Don't rebuild targets mid-quarter.
- _"We carried 4x all quarter and still missed."_ - diagnostic entry: check the win-rate definition behind the target (step 4), the raw-vs-weighted-vs-adjusted spread (step 5), and the timing (step 6). One of the three is lying.
- _"How much new pipeline must each rep create by week 6?"_ - gap math only (step 8), per rep.

## Interview

One question per message; offer the choices given. Skip anything prior context already answers.

1. Does a quota already exist for the period, and who set it? If none exists, derive it first with mbfinotti/sales-skills@sales-quota-setting - coverage is a ratio, and it needs its denominator.
2. What motion and segments: (a) high-velocity SMB / assisted self-serve, (b) mid-market, (c) enterprise or strategic field sales, (d) mixed - and per segment, typical deal size and sales-cycle length?
3. B2B, B2C, or mixed? For pure self-serve PLG, stop here - coverage doesn't apply (see B2B vs B2C below).
4. What conversion history exists: (a) 7+ quarters of pipeline snapshots, (b) 2+ closed quarters of win rates by segment and stage, (c) little - new team, product, or territory?
5. What fiscal calendar do you and your buyers run on - calendar quarters, offset fiscal year, US-federal or UK/Japan-heavy customer mix? This sets the period boundaries and the seasonal index.
6. Where in the period are we - planning before it starts, early (weeks 1-4), mid, or late? Late in the period changes which levers are still live (step 6).
7. Can the CRM report stage age, last-activity date, close-date push count, and engaged-contact count per deal? These gate the credibility adjustment in step 5.
8. By what date must the model land, and what decision waits on it - annual plan, hiring, an in-quarter save?
9. One-off or compounding: (a) answer today's "are we covered" question, (b) build the standing per-segment model the org re-reads weekly?
10. Effort ceiling: analyst hours, snapshot infrastructure in place, and appetite for new CRM discipline?

Re-rank the method ladder below against answers 8-10 before proposing anything, and say which answer mov