A/B Test Setup vs Competitor Social Research

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.

Competitor Social Research

By ScrapeCreators

See what your competitors post on social, what works, and where the gaps are.

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

Competitor Social Research

• Collects profile snapshots and recent posts for each competitor across platforms
• Benchmarks posting frequency, formats, topics, and engagement
• Finds each competitor's standout posts measured against their own normal results
• Breaks down content pillars, hook styles, calls to action, and use of founder personality
• Identifies content gaps and suggests specific content tests to try

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 Competitor Social Research when…

• You're planning a social strategy and want to learn from competitors first
• You need to know what content is working in your niche right now
• You want a written competitor brief to share with your marketing team