Sales & Marketing Efficiency

Identify cannibalization vs. amplification.

Stop guessing. Use causal incrementality to measure exactly what works and what simply takes credit.

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This is exactly what you get when you run your data.

Sales & Marketing Overlap Efficiency

Dissect revenue credit. Identify how much revenue marketing actually supports vs sales efforts.

Multi-Touch Attribution (Shapley Value)
Marketing-Only
₹4.0 L

Self-serve / No Touch

Sales-Only
₹3.0 L

Outbound / High Touch

Overlap Revenue
₹3.0 L

Multi-touch attribution

Efficiency Score
65

Alignment Rating

Primary AnalysisLive Data
Main visualization of key metric drivers
Key Insights
  • 30% of revenue touches both teams. 'Full Credit' attribution double-counts this.
  • Marketing 'Air Cover' increases Sales close rates by 40%.
  • Without multi-touch, we would over-invest in both teams by ₹{(overlapRaw).toLocaleString()}.
Logic Used
  • We trace individual customer journeys (Leads -> Opps -> Closed).
  • Marketing Only: Closed deals with 0 sales interaction (PLG/Self-serve).
  • Sales Only: Outbound/Referrals with 0 marketing touches.
  • Overlap: Journeys containing both signals.
Deep Dive

Attribution Breakdown

Data Transparency
Full breakdown of the underlying data points for verification.
DateLeadsSales TouchesMktg RevSales RevOverlap Rev
Month 1100050040,00030,00020,000
Month 2105052042,00031,50021,000
Month 3110054044,00033,00022,000
Month 4115056046,00034,50023,000
Month 5120058048,00036,00024,000

Methodology

How SpendSignal calculates Sales & Marketing Efficiency

The Logic

Analyze **Sales & Marketing Overlap Efficiency**. 1. Compare the 'Unattributed' (Halo) revenue against direct paid attribution. 2. Are marketing dollars amplifying baseline sales, or just cannibalizing them? 3. If specific 'Sales' or 'Headcount' columns exist, compare their incremental lift vs. marketing lift.

Input Data Required

  • Date Column
  • Spend per Channel
  • Revenue / Conversions

Output Deliverables

  • Executive Dashboard
  • Strategic Insights
  • Downloadable PDF

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