Commercial Security A/B Test

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Executive Overview

Comprehensive high-level analysis of the Commercial Security landing page experiment. Currently evaluating Control vs Optimized variants across traffic quality and behavioral indicators.

Executive Verdict

Immature Sample Size

The experiment is currently collecting data. Statistical significance has not yet been reached. Continue running until 95% confidence is achieved.

Days Running
-
Est. Completion
8d

Traffic Quality

V1 Control - Sessions
V2 Optimized - Sessions
Verified Human
Bot / Anomalous

Traffic & Audience

Comparative analysis of session volume, source acquisition, and audience profiles for V1 (Control) vs V2 (Variant).

Sample Size Warning: V2 mobile segment currently below 95% statistical significance threshold. Allow 48-72 hours for maturity.

V1 (CONTROL) SESSIONS
-
-2.4% vs prev. period
V2 (VARIANT) SESSIONS
-
+4.1% vs prev. period
TRAFFIC QUALITY (HUMAN VS BOT)
V1 Quality
80% Human20% Bot
V2 Quality (Cleaned)
80% Human20% Bot

Traffic Volume Trends

Demographics & Acquisition Breakdown

Behavior & Heatmaps

Diagnostic analysis of user interaction patterns across variants.

V1

Control Layout

- Sessions
DEAD CLICKS
-
RAGE CLICKS
-
SCROLL DEPTH
-
QUICKBACKS
-
SCRIPT ERRORS
-
EXCESSIVE SCROLL
-
Focus
V2

New Security Form

- Sessions
DEAD CLICKS
-
RAGE CLICKS
-
SCROLL DEPTH
-
QUICKBACKS
-
SCRIPT ERRORS
-
EXCESSIVE SCROLL
-

Behavioral Insights (Engagement Time)

Experiment History

Experiment Name Status Launch Date Control Variant
Loading history...

Experiment Health

Decision Readiness: Insufficient Sample

Current traffic volume has not reached the statistical threshold required for conclusive results. Recommend extending the test duration.

Traffic Balance (V1 vs V2)

Evaluating...
V1 (Control) -
V2 (Variant) -
Note: Traffic distribution variance exceeds the 5% acceptable threshold. Investigate routing logic.

Traffic Quality

-
Human
Human
Bot

Sample Maturity

42%
of required sample size reached

Source Health

Google Analytics 4
Primary Telemetry
Active
MS Clarity
Heatmaps & Sessions
Partial Data
Unavailable
DIAGNOSTIC KEY
Zero: Valid null state
Unavailable: Connection error
Insufficient: Data gathering