Predictive Funnel & Conversion Intelligence

Real-time conversion probability modeling and friction detection

North Star Metric

$142.30

Revenue-Weighted Conv. Rate

Avg Conv. Probability

38.4%

+5.2%

Model Accuracy

91.7%

+2.1%

High-Intent Sessions

12.4K

+8.9%

Stage Velocity

2.3x

-3.4%

Friction Points

-2

Test Velocity

Conversion Probability Distribution by Segment

Stage-Level Conversion Velocity

Prediction vs Actual by Stage

High-Value Segment Opportunities

Segment	Sessions	Avg Prob.	Conv. Rate	AOV	Revenue	Opportunity
Returning + Mobile	8,421	52.3%	48.1%	$127	$514K	High
Organic + Desktop	15,203	41.7%	39.2%	$156	$928K	High
Email + Tablet	3,892	38.9%	36.4%	$143	$202K	Medium
Paid Social + Mobile	22,104	28.1%	24.3%	$98	$526K	Medium
Direct + Desktop	11,567	33.6%	31.2%	$134	$483K	Medium
Referral + Mobile	6,783	19.4%	16.8%	$89	$101K	Low
New Visitor + Tablet	4,201	15.2%	12.9%	$76	$41K	Low

Form Field Abandonment Hot Spots

Payment Information (Card Number) 34.2% abandon

Shipping Address (Postal Code) 22.8% abandon

Account Creation (Password) 18.3% abandon

Billing Address (Line 2) 14.6% abandon

Contact (Phone Number) 8.1% abandon

Active Predictive Experiments

Checkout Flow Simplification

Running

Target Segment:Low-prob mobile

Conv. Lift:+12.4%

Confidence:94%

Dynamic Payment Options

Running

Target Segment:High-intent desktop

Conv. Lift:+8.7%

Confidence:89%

Smart Product Recommendations

Complete

Target Segment:Returning users

Conv. Lift:+15.2%

Confidence:98%

Form Field Auto-fill

Planned

Target Segment:High-friction mobile

Expected Lift:+10-14%

Start Date:Dec 20