cro-methodology

cro-methodology

Content & Creative
Wondel.ai
Conversion work that starts with research and not with a hypothesis, mapping the funnel for high-traffic paths that convert badly and stages you never built.
REPO
wondelai/skills
INSTALL
npx skills add
NEEDS
Funnel data
Last updated
August 4, 2026

Preview

cro-methodology

What it is.

It runs Karl Blanks and Ben Jesson's 9-step process over your funnel: define the success metrics, map the funnel, research visitors in three dimensions, then design tests from what the research turned up.

Funnel mapping looks for two different problems, high-traffic paths that convert badly and stages that were never built, and the second never shows up in a page audit. It scores the funnel out of 10 and names the failing rows.

What you get.

  • A 9-step process from success metrics through research to scaling wins
  • A funnel map naming underperforming paths and the stages that are absent
  • Visitor research in three dimensions: who they are, what blocks them, what stops them
  • Evidence-based test design instead of copied best practice
  • A score out of 10, at about 1.4 points for each of seven diagnostic rows
  • A top band that requires one clear action per page and research behind it
HOW TO USE IT

How to set it up.

1

Install with npx skills add wondelai/skills/cro-methodology --global, or take the marketing-cro plugin.

2

Define success metrics tied to business goals before touching any page. That is step one, and skipping it is why programs drift.

3

Map the whole funnel next, looking for two things: high-traffic paths that convert badly, and stages that were never built.

4

Research visitors in three dimensions separately: who they are, the usability problems that block them, and the objections that stop them.

5

Turn each discovered reason into a test hypothesis, so every experiment traces to evidence.

6

Check the page has one clear action. The top scoring band requires it, and competing calls to action are the common failure.

Pricing Plans

Free. MIT license.

Checked against the repo in July 2026.

Use cases

Finding the missing stage

Conversions leak somewhere a page audit can't see. Map the funnel and the absent stages show up explicitly, alongside the high-traffic paths that convert badly.

Rebuilding the test backlog

The current test list is borrowed best practice with no evidence behind it. Run the visitor research steps and every new hypothesis traces to a reason a visitor gave.

Scoring the whole funnel

You want to know where the program stands before planning the quarter. The diagnostic scores the funnel out of ten and names the failing rows, so you work the weak rows, never the interesting ones.

One action per page

Competing calls to action are the common failure the top scoring band screens for. The check tells you which pages fail it before you design a single test.

Best for

A conversion program built on best practices

Copied tactics are what this framework argues against, and the research step is the replacement.

Funnels with a missing stage

Absent stages are invisible to a page-level audit, and the funnel map looks for them explicitly.

Choosing what to test next

Every hypothesis traces to a researched reason, which is a better backlog than an idea list.

Read the source

Published by Wondel.ai. Opens in a new tab.
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Questions about cro-methodology

How is it different from the cro skill?
What are the three research dimensions?
What does funnel mapping find?
Do I need testing traffic?

Questions about Content & Creative

Why research before changing anything?
How long does a conversion program take to show results?
Strengths
  • Research before change, stated as the core discipline.
  • Separates underperforming paths from missing funnel stages, which are different problems.
  • Splits visitor research into three dimensions instead of one persona exercise.
  • Scores at about 1.4 points across seven diagnostic rows, so two people grade alike.
Limitations
  • It is one reading of a published framework, so treat it as a working version.
  • Research takes time and access to visitors, which the framework assumes you have.
  • Scoring is a self-assessment against your own answers.
Skip this if
  • Skip it if your conversion work already starts from research.

The team behind these plays.

We build inbound GTM engines for B2B software teams, and these are the plays we build from. Tell us the pipeline target and we'll show the plan under it.