Attribution & Multi-Touch Path Analysis

Veridian Software • Q3 2024 (13 weeks) • Data-Driven Shapley Model

Influenced Pipeline Coverage
255%
+18% vs Q2
Attributed Won Revenue
$8.4M
+23% vs Q2
Avg Touchpoints per Won
6.8
-0.4 vs Q2
Avg Time to Conversion
38 days
-6d vs Q2
Attribution Variance Index
42%
Data-Driven vs Last-Touch
Total Influenced Pipeline
$21.7M
+31% vs Q2

Top 10 Channel Path Sequences → Won Revenue

Path frequency shown by flow thickness. Top path: Organic Search → Email → SDR → Demo → Won ($2.1M, 47 deals)

Multi-Touch Revenue Attribution

Channel Assist Ratios

Ratio = Assisted Conversions ÷ Last-Touch Conversions. >1.0 indicates undercredited mid-funnel influence.

Removal-Impact Score (Pipeline Loss Estimate if Channel Removed)

Calculated using Shapley value method. Email Nurture and SDR Outreach show highest dependency.

Time-to-Conv by First Touch

First-Touch Revenue Concentration

Paid vs Organic Distribution

Paid Touches 38%
Organic Touches 62%
Organic touches dominate early funnel; paid critical for mid-funnel acceleration

Path Sequence Performance (Top 20 Journeys)

Path Sequence Deals Revenue Conv % Avg Days
Organic Search → Email → SDR → Demo → Won 47 $2.1M 11.2% 44
Paid Search → Content → Email → SDR → Won 38 $1.6M 9.8% 51
Webinar → Email → SDR → Demo → Won 34 $1.4M 14.3% 38
Paid Social → Content → SDR → Won 29 $1.1M 8.4% 47
Event → Email → SDR → Demo → Won 22 $890K 13.1% 33
Direct → SDR → Demo → Won 18 $720K 15.7% 29
Organic Search → Webinar → Email → SDR → Won 16 $650K 10.6% 42
Referral → Content → Email → SDR → Won 14 $580K 12.9% 36

Weekly Attributed Revenue Trend

Webinar Series "Supply Chain Futures" launched Week 8, visible spike in assisted conversions.

Cross-Channel Touch Frequency Heatmap

Average touches per stage for won deals
Awareness
Consider
Eval
Decision
Close
Organic
2.4
1.8
0.9
0.4
0.2
Paid
1.6
2.1
1.7
0.8
0.3
Email
0.8
2.3
2.9
1.4
0.6
SDR
0.3
1.2
2.6
3.1
1.0

Attribution Model Comparison (Revenue by Model)

Data-Driven model reveals $1.8M more revenue attributed to Email and Paid Social vs Last-Touch, validating mid-funnel investment.