cro-methodology

Audit landing pages and design evidence-based A/B tests for conversion optimization.

Updated Jun 24, 2026
One-click install
npx skills add https://github.com/tayiorbeii/paperclip-factory-kit-hermes --skill cro-methodology-tayiorbeii
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: cro-methodology
Source: https://github.com/tayiorbeii/paperclip-factory-kit-hermes/tree/main/skills/paperclip/cro-methodology
Command: npx skills add https://github.com/tayiorbeii/paperclip-factory-kit-hermes --skill cro-methodology-tayiorbeii

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Teams guess why visitors don't convert and waste resources on random tweaks like button colors. This Skill replaces guesswork with a systematic, research-driven methodology that discovers the real objections blocking conversions and turns them into tested, evidence-backed improvements. ## Core Features & Use Cases - Conversion Audits: Score landing pages and funnels 0-10 against proven CRO principles, with a quick diagnostic checklist to find gaps. - Objection Research & O/CO Framework: Mine exit surveys, chat logs, and support tickets to build Objection/Counter-Objection tables that address visitor hesitations at the point of friction. - Hypothesis & A/B Test Design: Write research-grounded hypotheses, prioritize with ICE scoring, and run statistically rigorous experiments (95% confidence, full business cycles, pre-calculated sample sizes). - Use Case: A SaaS team with a 2% signup rate uses the Skill to run exit surveys, discover that pricing trust is the top objection, add specific testimonials and a money-back guarantee near the pricing form, then validates the change with a properly powered A/B test. ## Quick Start Audit my landing page for conversion issues and propose three A/B test hypotheses based on likely visitor objections.

Frequently Asked Questions about cro-methodology

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find out why visitors are not converting on my landing page?▼

Run exit surveys asking "What's preventing you from signing up today?", analyze live chat logs and support tickets, and review sales call recordings. These primary research sources reveal real visitor objections instead of relying on team guesses.

How to prioritize A/B test ideas for conversion optimization?▼

Use ICE scoring: rate each idea on Impact (1-10), Confidence (1-10), and Ease (1-10), then average the scores. Prioritize bold changes grounded in customer research over small tweaks like button colors, which rarely reach statistical significance.

What is the Objection/Counter-Objection framework in CRO?▼

The O/CO framework is a two-column table mapping every visitor objection to a specific evidence-backed counter-objection. Counter-objections are placed exactly where objections arise in the reading flow, such as trust proof near payment forms.

How long should an A/B test run before calling a winner?▼

Run tests for at least one full business cycle (1-2 weeks) covering weekdays and weekends, with a pre-calculated sample size and 95% confidence minimum. Never peek at results and stop early, as this inflates false positive rates.

When should I use multivariate testing instead of A/B testing?▼

Only use multivariate testing when you have 100k+ monthly visitors and an already proven winning page. Start with A/B tests comparing 2-4 fundamentally different concepts, since multivariate tests require far more traffic to reach significance.

What are common conversion optimization mistakes to avoid?▼

Avoid copying competitors blindly, testing button colors before researching objections, trusting the highest-paid person's opinion, and making meek tweaks. Research your own visitors first, then test bold changes that could meaningfully move conversion.