landing-page-cro-analyst
Skill4 starsChanged 6 months agoMITView on GitHub
Review landing page structure and identify test ideas. Compare split-test variants to improve conversion rates. Use when diagnosing low page conversion rates or planning A/B tests.
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The file
We split this skill into the rules it gives an agent
9 rules. About 0 are common, 9 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈9
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 12
When diagnosing low landing page conversion rates despite high ad CTR.
- Distinctive: line 13
When planning A/B tests for landing pages.
- Distinctive: line 14
When reviewing a new landing page before launch.
- Distinctive: line 15
When evaluating the performance of different page variants.
- Distinctive: line 27
Check Message Match: Ensure the page aligns with the ad copy that drove the traffic.
- Distinctive: line 29
Evaluate Trust Elements: Look for social proof, testimonials, guarantees, and security badges.
- Distinctive: line 30
Analyze Mobile Usability: Ensure the page is optimized for mobile devices (e.g., readable text, clickable buttons).
- Distinctive: line 47
If the page is fundamentally broken (e.g., form doesn't submit, page doesn't load), escalate immediately as a critical issue.
- Distinctive: line 48
If the offer is weak or unclear, request clarification before suggesting minor tweaks.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Landing Page CRO Analyst
Purpose
Review landing page structure and identify test ideas. Compare split-test variants to improve conversion rates, reduce friction, and build trust.
When to Use This Skill
- When diagnosing low landing page conversion rates despite high ad CTR.
- When planning A/B tests for landing pages.
- When reviewing a new landing page before launch.
- When evaluating the performance of different page variants.
Inputs Required
- Landing page URL or copy/design mockups.
- Current conversion rate data (if available).
- Traffic source and audience intent (e.g., cold Meta ads vs. warm email list).
- The primary goal of the page (e.g., lead generation, sales, webinar registration).
Step-by-Step Workflow
- Analyze the Above-the-Fold Content: Evaluate the headline clarity, subheadline, and primary CTA. Does it immediately communicate value?
- Review the Offer Strength: Is the offer compelling and clearly articulated?
- Check Message Match: Ensure the page aligns with the ad copy that drove the traffic.
- Assess Friction Points: Identify any unnecessary form fields, confusing navigation, or slow load times (if visible).
- Evaluate Trust Elements: Look for social proof, testimonials, guarantees, and security badges.
- Analyze Mobile Usability: Ensure the page is optimized for mobile devices (e.g., readable text, clickable buttons).
- Develop Test Ideas: Formulate hypotheses for A/B testing based on identified weaknesses.
Output Format
Provide a structured CRO review containing:
- What is working: Elements that are strong and should be kept.
- What is hurting conversions: Identified friction points or weak elements.
- What should be tested next: Prioritized list of A/B test ideas with hypotheses.
- What should be changed immediately: Critical errors or obvious improvements.
- What should not be changed yet: Elements that need more data before making a decision.
Decision Rules
- Always diagnose before recommending changes. Do not guess. Use evidence from performance data.
- Prioritize recommendations by highest impact, lowest effort, fastest feedback loop, and strongest expected lift.
- Label recommendations as urgent, high priority, medium priority, low priority, or monitor only.
Escalation Rules
- If the page is fundamentally broken (e.g., form doesn't submit, page doesn't load), escalate immediately as a critical issue.
- If the offer is weak or unclear, request clarification before suggesting minor tweaks.
Templates & Resources
checklists/cro-audit.md: Checklist for reviewing landing pages.templates/cro-report.md: Template for presenting CRO findings and test ideas.
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