RAM KR. SHUKLA

I help E-Commerce and B2B brands turn marketing spend into compounding revenue.

AI and Growth Marketing Consultant  |  Fractional CDO

CRO Service: A/B Testing Program

A/B Testing Programs: Experimentation With the Discipline of a System

CRO
One system: traffic, page, and follow-up
Ranked
Every fix ordered by expected impact
Yours
Playbooks handed over, not rented
18+
Years behind the judgment calls

Most A/B testing fails before it starts: tests on pages without traffic for significance, hypotheses that were guesses in costume, and no log of what was learned. Testing theatre, generating activity and noise.

I build testing as a program: hypotheses sourced from evidence (recordings, surveys, funnel data), prioritised by impact times confidence times ease, sized honestly against your traffic, and logged so learning compounds. Where volume does not support splits, sequential testing with converging evidence replaces them, honestly labelled as such.

How I Run It

1
Evidence-sourced hypotheses only

Every test traces to observed behaviour: a recording, a survey answer, a funnel cliff. Ideas without evidence go to the backlog, not the calendar.

2
Honest statistics

Sample size calculated before launch, no peeking, no calling winners at 60 percent probability. Bad statistics is how programs lose credibility and budgets.

3
The learning ledger

Every test logged: hypothesis, result, decision, insight. Twenty tests in, the ledger predicts winners better than any guru.

4
Winners roll out as systems

A winning pattern gets templatised across similar pages, not left as a one-page trophy.

What you get:

  • Testing readiness assessment: traffic, tooling, tracking
  • Prioritised hypothesis backlog with evidence trails
  • Test specs: design, sizing, success criteria
  • The learning ledger and quarterly insight review
  • Team training so the program outlives the engagement

What tools do you use? Whatever fits your stack and budget: GA4 experiments pathways, VWO, Convert, or server-side setups. The discipline matters more than the tool.

We have low traffic. Can we test at all? Honest answer: classic splits, rarely. Sequential testing, user testing, and recording-driven fixes give low-traffic sites most of the value without the statistical theatre.

Part of my conversion rate optimisation services. Related: SEO services and e-commerce marketing.

Free Strategy Call

Ready to Grow Your Company?

Thirty minutes, one on one. I'll review your current setup, identify the growth opportunities you're sitting on, and give you honest, actionable advice tailored to your business. No sales pitch, just a real conversation about what to fix first.

Schedule a Call

Your 30 minutes, mapped:

1
Minutes 0 to 10
Review of your current SEO setup, traffic, and funnel
2
Minutes 10 to 22
The two or three growth opportunities with the highest impact
3
Minutes 22 to 30
A clear priority list of what to fix first, and how

You keep the findings either way. Whether we work together is a separate conversation.