A/B Test Planning

What A/B test planning involves

Planning tests with hypotheses, sample sizes and success metrics. It is part of Gravmo's Website Experience & Conversion services and is typically requested by high-traffic websites, e-commerce and saaS.

The work is scoped up front, with deliverables such as hypothesis backlog, test design and implementation guidance, and we report against measures like win rate and conversion uplift so you can judge value clearly.

What's included

• Hypothesis backlog
• Test design
• Implementation guidance
• Analysis

Who it is for

• High-traffic websites
• E-commerce
• SaaS

How we measure it

• Win rate
• Conversion uplift
• Learning velocity

Why A/B test planning matters

Budgets are finite, so the real question is not whether A/B test planning works in general but whether it is the right next step for your business. We answer that honestly in discovery, and if another channel would serve you better first, we will say so.

What to prepare before we start

Before we start, it helps to gather a few things: access to your website analytics and ad accounts (if any), a list of your best-selling products or most profitable services, examples of competitors you admire or worry about, and any brand guidelines. None of this needs to be perfect — we will help organise it.

How pricing works

Pricing for A/B test planning depends on scope, competition and how much is already in place. After discovery we send a written proposal with deliverables, timelines and a fixed monthly or project fee. Advertising budgets, where relevant, are paid directly to the platforms so you keep full control.

How it works

Common mistakes to avoid

Copying competitors blindly rarely works. Their margins, audiences and goals differ from yours. Use competitor research to find gaps and opportunities, not templates.

Ignoring follow-up wastes good marketing. Enquiries that wait hours for a reply convert far worse; a simple WhatsApp response routine often improves results more than extra spend.

Choosing the right A/B test planning partner

Look for a partner who asks about your margins, sales process and capacity before talking about tactics. Good A/B test planning fits the business behind it; a plan that ignores how you actually sell will struggle no matter how polished it looks.

Check how communication works. Will you get a named contact, regular reports in plain language and quick answers on WhatsApp? Many working relationships fail on communication rather than skill.