sales-metrics

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Sales metrics frameworks with leading/lagging indicators, benchmarks, and capacity models.

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NPX Install

npx skill4agent add majesticlabs-dev/majestic-marketplace sales-metrics

Sales Metrics

Frameworks for measuring and forecasting sales performance.

Leading vs Lagging Indicators

Leading Indicators (Predictive)

MetricDefinitionTarget Setting
MQLsMarketing qualified leadsBased on conversion rates
SQLsSales qualified leadsMQL x MQL-to-SQL rate
OpportunitiesDiscovery completedSQL × qualification rate
PipelineWeighted opportunity value3-4x quota coverage
Meetings BookedFirst meetings scheduledBased on rep capacity
Proposals SentActive evaluationsBased on demo-to-proposal rate

Lagging Indicators (Results)

MetricDefinitionB2B SaaS Benchmark
Win RateWon ÷ (Won + Lost)20-30%
Sales CycleQualified to Close30-90 days (SMB), 90-180 days (Enterprise)
ACVAverage contract valueVaries
CACTotal S&M ÷ New customers< 1/3 LTV
LTV:CACCustomer lifetime value ÷ CAC> 3:1
CAC PaybackMonths to recover CAC< 12 months

Conversion Rate Benchmarks

StageBenchmark Range
Visitor to Lead1-5%
Lead to MQL10-30%
MQL to SQL15-30%
SQL to Opportunity40-60%
Opportunity to Win20-30%
Overall Funnel:
  • Top of funnel to customer: 0.5-2%
  • Outbound response rate: 1-5%
  • Cold email reply rate: 3-10%
  • Cold call connection rate: 10-20%

Sales Capacity Model

Target Revenue: $X
÷ ACV: $Y
= Deals Needed: N

Deals Needed ÷ Win Rate (25%) = Opportunities Needed
Opportunities ÷ SQL→Opp Rate (50%) = SQLs Needed
SQLs ÷ MQL→SQL Rate (20%) = MQLs Needed

For Rep Planning:
Quota/Rep = $X (typically 4-5x OTE)
Target Revenue ÷ Quota = Reps Needed
Ramp time = 3-6 months to productivity

Activity Metrics (by Role)

SDR Metrics

MetricDailyWeeklyMonthly
Emails sent50-100250-5001,000-2,000
Calls made40-80200-400800-1,600
LinkedIn touches20-40100-200400-800
Meetings booked0.5-13-515-20

AE Metrics

MetricWeeklyMonthlyQuarterly
Discovery calls8-1235-50100-150
Demos5-820-3060-90
Proposals3-512-2035-60
Closes1-24-812-24

Pipeline Health Metrics

MetricFormulaTarget
CoveragePipeline ÷ Quota3-4x
Velocity(Opps × Win Rate × ACV) ÷ CycleTrending up
AgeDays in stageBelow threshold
ProgressionOpps moving forward20%+ weekly
Pipeline Hygiene Rules:
  • Close dead opps within 2x average cycle
  • Update stage within 48 hours of change
  • No opportunities without next step scheduled

Forecasting Framework

CategoryDefinitionWeighting
ClosedSigned contract100%
CommitVerbal yes, paperwork in flight90%
Best CaseStrong signal, proposal accepted50%
PipelineActive, qualified opportunity25%
UpsideEarly stage, unqualified10%
Forecast Formula:
Forecast = Σ(Opportunity Value × Stage Probability)

Revenue Metrics

MetricFormulaWhy It Matters
MRRMonthly recurring revenueBase health
ARRMRR × 12Annual run rate
Net New ARRNew + Expansion - ChurnTrue growth
NRR(Start + Expansion - Churn) ÷ StartCustomer health
Gross Margin(Revenue - COGS) ÷ RevenueUnit economics

Sales Efficiency Metrics

MetricFormulaGood
Magic NumberNet New ARR ÷ Prior S&M Spend> 0.75
CAC PaybackCAC ÷ (ACV × Gross Margin)< 12 mo
Revenue/RepARR ÷ Quota-carrying reps> $500K
Pipeline/RepPipeline ÷ Reps> 3x quota