Pipeline Health Diagnostic

Type: Assessment Confidence: 0.85 Sources: 6 Verified: 2026-03-09

Purpose

Evaluates B2B sales pipeline health across five dimensions: coverage adequacy, stage distribution, deal aging, conversion rates, and source diversity. Identifies red flags and routes to specific improvement actions. Focus is on the pipeline itself — deals, quality, progression, and conversion likelihood. [src1]

Constraints

Assessment Dimensions

Dimension 1: Coverage Adequacy

What this measures: Whether pipeline contains enough potential revenue to reliably hit quota targets.

ScoreLevelDescriptionEvidence
1CriticalCoverage below 2x; virtually no chance of hitting targetUnder 2:1 ratio; <20% in commit stages
2At Risk2x-3x but early-stage heavy with low conversion probabilityMajority in discovery; win-weighted below 1.5x
3Adequate3x-4x with reasonable stage distributionBalanced stages; win-weighted 1.5x-2x
4Strong4x-5x with strong late-stage concentrationWin-weighted 2x-3x; multiple commit deals
5ExcellentExceeds 5x; balanced; forecast accuracy 90%+Surplus at all stages; generation exceeds consumption

Red flags: Coverage below 2.5x at start of quarter; 50%+ created this quarter; declining week-over-week. [src5]

Dimension 2: Stage Distribution

What this measures: Whether deals are distributed in a pattern consistent with healthy progression or concentrated problematically.

ScoreLevelDescriptionEvidence
1Critical80%+ in one stage; obvious bottleneck or stage-skippingClumped at discovery; nothing in negotiation
2UnhealthySignificant imbalance — top-heavy or bottom-heavy60%+ in stages 1-2; <10% in stages 4-5
3BalancedGradually narrowing funnel; consistent pattern35-45% early, 25-35% mid, 20-30% late
4OptimizedDistribution matches historical conversion patternsCalibrated volumes; refresh rate matches consumption
5PredictiveAI-optimized with dynamic rebalancingReal-time monitoring; anomaly alerts

[src3]

Dimension 3: Deal Aging & Velocity

What this measures: Whether deals progress at appropriate speeds or stall past likely close dates.

ScoreLevelDescriptionEvidence
1Critical30%+ exceeds 2x average cycle; stale deals inflate coverage180+ day deals in 90-day cycle; no hygiene
2Unhealthy15-30% beyond 1.5x cycle; recycled without progressDeals sit 30+ days in same stage
3Healthy<15% exceeds average cycle; expected velocityAge aligns with norms; monthly cleanup
4EfficientVelocity improving QoQ; tight aging distribution90th percentile within 1.5x of median
5OptimizedAI monitors velocity; aging anomalies flagged automaticallyZero stale deals in forecast; proactive removal

Red flags: Stale deals in forecast; stage regression to reset aging; same deal in 3+ quarterly forecasts. [src2]

Dimension 4: Conversion Rate Consistency

What this measures: Whether stage-to-stage conversion rates are stable and predictable.

ScoreLevelDescriptionEvidence
1CriticalNo conversion data; or 50%+ variance QoQNo reporting; win rates swing wildly
2InconsistentTracked but volatile; 25-50% variance QoQ20% win rate one quarter, 35% next
3StableConsistent within 15% QoQ; segmented trackingTracked by stage, source, rep; outliers investigated
4PredictiveReliable for forecasting; source-weighted conversionAccurate within 10%; regression models active
5OptimizedAI deal-level prediction; real-time monitoring10+ signal scoring; 90%+ forecast accuracy

[src1]

Dimension 5: Source Diversity & Quality

What this measures: Whether pipeline comes from multiple channels or is dangerously concentrated.

ScoreLevelDescriptionEvidence
1Critical80%+ from single source; complete dependenceAll from founder relationships or all inbound
2Concentrated60-80% from one source; secondaries immaterialOne channel dominates; secondaries <20% each
3DiversifiedNo source exceeds 50%; 3+ channels contributingInbound 30-40%, outbound 25-35%, partners 15-25%
4OptimizedMulti-channel with source-specific conversion trackingChannel ROI measured; budget allocated by efficiency
5OrchestratedAI-driven channel optimization; ABM orchestrationPer-account channel coordination; real-time optimization

[src6]

Scoring & Interpretation

Formula: Overall Score = (Coverage + Distribution + Aging + Conversion + Source Diversity) / 5

Overall ScoreHealth LevelInterpretationNext Step
1.0 - 1.9CriticalPipeline will not support targets; immediate interventionEmergency generation sprint; clean stale deals
2.0 - 2.9At RiskSignificant weaknesses; low forecast reliabilityAddress weakest dimension first
3.0 - 3.9HealthySolid fundamentals; targeted optimizationSource-weighted coverage; conversion optimization
4.0 - 4.5StrongHigh-performing; focus on predictabilityAI deal scoring; channel ROI optimization
4.6 - 5.0Best-in-classPredictable revenue machineMaintain; experiment; share best practices

Benchmarks by Segment

SegmentExpected Average"Good" Threshold"Alarm" Threshold
Seed/Series A2.02.51.5
Series B ($2M-$15M)2.83.32.0
Growth ($15M-$100M)3.54.02.5
Scale/Public ($100M+)4.04.53.0

[src1]

Common Pitfalls

When This Matters

Fetch when a user asks to evaluate pipeline health, diagnose quota misses despite activity, prepare for a QBR, investigate forecast accuracy, or assess pipeline generation ROI.

Related Units