Revenue Operations skill

Revenue Operations is an agent skill for AI coding assistants (Claude Code, OpenClaw, Cursor, Codex). RevOps frameworks, funnel metrics, forecasting models, GTM alignment, and operational efficiency for scaling teams. Install with: npx skills-ws install revenue-operations.

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Revenue Operations

Workflow

1. Revenue Funnel Definitions

Align ALL teams on the same definitions:

StageDefinitionOwnerSLA
VisitorHit website or contentMarketing
LeadKnown contact (form fill, signup)MarketingEnrich within 24h
MQLMeets scoring threshold (fit + engagement)MarketingRoute within 5 min
SALSales accepted, meeting bookedSDR/BDRContact within 1 hour
SQLQualified by sales (BANT/MEDDIC confirmed)AEDiscovery within 3 days
OpportunityIn pipeline with defined next stepsAEAdvance or close within 90 days
Closed WonContract signed, revenue bookedAE → CSHandoff within 48h

Conversion benchmarks (B2B SaaS):

Stage transitionBenchmark
Visitor → Lead2-5%
Lead → MQL15-30%
MQL → SAL60-80%
SAL → SQL40-60%
SQL → Opportunity50-70%
Opportunity → Closed Won20-30%

2. Forecasting Models

Weighted pipeline (standard):

Deal forecast = Deal value × Stage probability
Total forecast = Σ all deal forecasts

Historical conversion (more accurate):

Expected revenue = Current stage count × Historical stage-to-close rate × Average deal size

Bottoms-up (most accurate, most work):

Rep forecast = Committed + (Best case × 0.5) + (Pipeline × 0.15)
Team forecast = Σ rep forecasts × Historical accuracy multiplier

Forecast accuracy tracking:

MonthForecastActualAccuracy
Jan$250k$230k92%
Feb$280k$310k90%
Mar$300k$275k92%

Target: ±10% accuracy consistently. If not: reps are sandbagging or being optimistic.

3. GTM Alignment

Weekly GTM standup (30 min):

  • Marketing: pipeline contribution this week, upcoming campaigns
  • Sales: deal updates, blockers, competitive intel
  • CS: churn risks, expansion opportunities, product feedback
  • RevOps: funnel health, forecast update, process issues

Monthly revenue review (60 min):

  • Funnel conversion rates vs targets
  • Pipeline coverage (3x target = healthy)
  • Win rate trends by segment, source, rep
  • Churn and expansion ARR
  • Forecast vs actual analysis

4. Quota & Territory Planning

Quota setting formula:

Company target = Board-approved ARR target
Sales capacity = # ramped AEs × quota per AE
Quota per AE = Company target / # ramped AEs × 1.15 (buffer for attrition)

Territory design principles:

  • Equal opportunity (similar pipeline potential per territory)
  • Minimize travel (geographic clustering)
  • Account for existing relationships (don't reassign active deals)
  • Review quarterly (territories drift as markets change)

Ramp schedule:

Month% of full quotaExpectation
1-20%Training, shadowing, certification
325%First qualified meetings
450%First deals in pipeline
575%First closed deals
6+100%Fully ramped

5. Handoff Processes

Marketing → SDR (MQL handoff):

Trigger: Lead score ≥ MQL threshold
Data passed: Lead source, content consumed, pages visited, company info, score breakdown
SDR action: Research (5 min) → personalized outreach within 1 hour
Feedback loop: SDR marks SAL accepted/rejected with reason → Marketing adjusts scoring

SDR → AE (SAL handoff):

Trigger: Discovery call completed, BANT confirmed
Data passed: Pain points, budget range, timeline, decision process, competitors
AE action: Review notes → demo prep → schedule demo within 3 days
Handoff format: Warm intro email (SDR introduces AE + summarizes conversation)

AE → CS (Closed Won handoff):

Trigger: Contract signed
Data passed: Contract terms, use case, success criteria, stakeholders, technical requirements
CS action: Onboarding kickoff within 48 hours
Handoff format: Internal doc + joint call (AE + CS + customer)

6. Tech Stack Audit

Core RevOps stack:

LayerToolPurpose
CRMHubSpot / SalesforceSingle source of truth
EngagementOutreach / SalesloftSales sequences
IntelligenceGong / ChorusCall recording + analysis
EnrichmentClearbit / ApolloContact and company data
AttributionHubSpot / DreamdataMarketing attribution
BILooker / MetabaseCross-functional dashboards
CommunicationSlack + CRM integrationReal-time notifications

Audit checklist:

  • Data flows bidirectionally between all tools
  • No manual data entry between systems
  • Single source of truth for each data type
  • Reporting pulls from one source (not multiple conflicting dashboards)
  • Total cost < 15% of ARR (healthy range)

7. RevOps Metrics Dashboard

MetricCadenceTarget
Pipeline coverage ratioWeekly3-4x quarterly target
Win rateMonthly20-30%
Average sales cycleMonthlyTrack trend, reduce 10% YoY
CAC paybackMonthly< 12 months
Net revenue retentionMonthly> 110%
Forecast accuracyMonthly±10%
Speed to leadReal-time< 5 minutes
Pipeline created per repWeeklyEven distribution