菜单
Optimize conversion rates — funnel analysis, hypothesis generation, test design, landing page review, CTA optimization, and results analysis. TRIGGER when: user says /conversion-optimization, needs to improve conversion rates, or asks about CRO and A/B testing.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/ashutoshsrivastava17/skill-library --skill conversion-optimization命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
基于 SOC 职业分类
正在显示 SKILL.md
| name | conversion-optimization |
| description | Optimize conversion rates — funnel analysis, hypothesis generation, test design, landing page review, CTA optimization, and results analysis. TRIGGER when: user says /conversion-optimization, needs to improve conversion rates, or asks about CRO and A/B testing. |
| argument-hint | [relevant context] |
| user-invocable | true |
| Stage | Page/Step | Current Rate | Benchmark |
|---|---|---|---|
| Visit → Engage | Landing page | X% | X% |
| Engage → Lead | Form/CTA | X% | X% |
| Lead → Qualify | Nurture sequence | X% | X% |
| Qualify → Convert | Purchase/sign-up | X% | X% |
| Signal | Analysis Method |
|---|---|
| High bounce rate | Landing page relevance, load speed |
| Form abandonment | Form analytics, field analysis |
| Cart abandonment | Checkout flow analysis |
| Pricing page exit | Pricing clarity, comparison |
For each drop-off:
IF we [change], THEN [metric] will [improve] BECAUSE [reason].
Priority: Impact (H/M/L) × Confidence (H/M/L) × Ease (H/M/L)
| Element | Test Type | Variants |
|---|---|---|
| Headlines | A/B | 2-3 variants |
| CTA text/color | A/B | 2 variants |
| Page layout | A/B | 2 variants |
| Form length | A/B | Short vs long |
| Social proof | A/B | With vs without |
| Pricing display | A/B | Monthly vs annual first |
| Metric | Control | Variant | Lift | Significance |
|---|---|---|---|---|
| Conversion rate | X% | X% | +X% | p = X |
| Revenue/visitor | $X | $X | +X% | p = X |
## CRO Report: [Page/Flow]
### Funnel: [Current rates by stage]
### Opportunities: [Prioritized hypotheses]
### Test Results: [Results table]
### Impact: [Cumulative conversion lift]