A/B Test Setup vs Demand Gen Strategy and Measurement

A/B Test Setup

By Corey Haines (Marketing)

Plan and run experiments to find out which version of your page, email, or ad works best.

Demand Gen Strategy and Measurement

By Exit Five (B2B Marketing)

Design your B2B marketing engine—channels, budget, pipeline metrics, and what to measure.

A/B Test Setup

• Helps you write a clear hypothesis for what you're testing and why
• Calculates how much traffic and time you need for statistically valid results
• Guides you in choosing primary, secondary, and guardrail metrics to track
• Explains how to design test variants that isolate a single meaningful change
• Analyzes results and tells you whether the difference is real or just noise

Demand Gen Strategy and Measurement

• Explains how to split budget between brand-building (the 95% not ready to buy) and performance (the 5% in-market now)
• Helps you define the right metrics—shifting from MQLs to pipeline value and qualified opportunities
• Guides channel selection and attribution models so you know what's working and what's not
• Shows how to align marketing structure with your actual go-to-market motion (inbound, outbound, or partner-led)
• Surfaces buyer psychology—trigger events, deal cycles, multi-stakeholder decisions—so your campaigns match reality

Reach for A/B Test Setup when…

• You're launching a new landing page and want to know which headline converts better
• You're tweaking email copy or button text and need to measure impact objectively
• You want to build a growth experimentation program and run tests continuously
• You're comparing two design approaches and need statistical confidence before choosing

Reach for Demand Gen Strategy and Measurement when…

• You're planning next quarter's marketing budget and need to decide where to invest
• You need to prove marketing's ROI to your CFO or justify a bigger budget
• You're building a demand gen strategy from scratch or redesigning an underperforming one
• You want to align marketing and sales on what counts as a qualified lead or pipeline contribution