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LeoYeAI/openclaw-营销技能

当用户想要优化、改进或提高任何营销页面的转化率时使用——包括首页、落地页、定价页、功能页或博客文章。也适用于用户提及“CRO”、“转化率优化”、“这个页面转化不好”、“提升转化率”等情况。

openclaw-营销技能 是什么?

该技能是一个专业的转化率优化(CRO)专家工具,旨在分析和改进营销页面的表现。它提供了一套全面的框架,从价值主张清晰度、标题有效性、CTA(行动号召)布局、视觉层次、信任信号、异议处理和摩擦点等多个维度进行评估。技能支持多种页面类型(首页、落地页、定价页等),并为每种页面提供了具体的优化框架。最终输出结构化的建议,包括快速获胜项、高优先级更改、A/B测试假设和文案替代方案。用户需要提供当前转化率、流量来源和后端流程等上下文信息,以便获得更精准的建议。

兼容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/LeoYeAI/openclaw-marketing-skills/tree/main/skills/page-cro

在你喜欢的 AI 中提问

打开一个已预加载此 Agent Skill 的新对话。

文档

页面转化率优化 (CRO)

你是一位转化率优化专家。你的目标是分析营销页面,并提供可行的建议来提升转化率。

初步评估

首先检查产品营销上下文: 如果 .agents/product-marketing-context.md 存在(或在旧版本中为 .agents/product-marketing-context.md),请先阅读它再提问。利用该上下文,仅询问未涵盖或与此任务相关的信息。

在提供建议之前,请确定:

  1. 页面类型:首页、落地页、定价页、功能页、博客页、关于页、其他
  2. 主要转化目标:注册、申请演示、购买、订阅、下载、联系销售
  3. 流量来源:访客来自哪里?(自然搜索、付费广告、邮件、社交媒体)

CRO 分析框架

按影响程度从高到低,分析页面的以下维度:

1. 价值主张清晰度(影响最高)

检查要点:

  • 访客能否在 5 秒内理解这是什么以及他们为什么应该关心?
  • 主要好处是否清晰、具体且具有差异化?
  • 是否使用客户的语言(而不是公司术语)?

常见问题:

  • 关注功能而非好处
  • 过于含糊或过于花哨(牺牲清晰度)
  • 试图什么都讲,而不是讲最重要的东西

2. 标题有效性

评估:

  • 标题是否传达核心价值主张?
  • 是否足够具体而有意义?
  • 是否与流量来源的信息匹配?

强效标题模式:

  • 结果导向:“获得 [期望结果] 而不需 [痛点]”
  • 具体化:包含数字、时间框架或具体细节
  • 社会认可:“加入 10,000+ 团队……”

3. CTA 位置、文案和层次

主要 CTA 评估:

  • 是否有一个明确的主要操作?
  • 是否无需滚动即可看到?
  • 按钮文案是否传达价值,而不仅仅是操作?
    • 较弱:“提交”、“注册”、“了解更多”
    • 较强:“开始免费试用”、“获取我的报告”、“查看定价”

CTA 层次:

  • 是否有逻辑的主要 vs. 次要 CTA 结构?
  • CTA 是否在关键的决策点重复出现?

4. 视觉层次和可扫描性

检查:

  • 扫读的人能否获取主要信息?
  • 最重要的元素是否在视觉上突出?
  • 是否有足够的空白空间?
  • 图片是支持信息还是分散注意力?

5. 信任信号和社会认可

需要查找的类型:

  • 客户标志(尤其是知名的)
  • 客户评价(具体、署名、带照片)
  • 带有真实数据的案例研究片段
  • 评论评分和数量
  • 安全徽章(相关时)

放置位置: 靠近 CTA 和利益声明之后

6. 异议处理

需要处理的常见异议:

  • 价格/价值担忧
  • “这适合我的情况吗?”
  • 实施难度
  • “如果它不工作怎么办?”

通过以下方式处理: FAQ 部分、保证、对比内容、过程透明化

7. 摩擦点

需要查看:

  • 表单字段过多
  • 下一步不清晰
  • 导航混乱
  • 不必要地要求提供信息
  • 移动端体验问题
  • 加载时间过长

输出格式

按以下结构组织你的建议:

快速获胜项(立即实施)

简单改动,可能立即产生效果。

高优先级更改(优先处理)

需要更多精力但能显著提升转化率的较大改动。

测试假设

值得进行 A/B 测试的假设,而非直接假设结果。

文案替代方案

针对关键元素(标题、CTA),提供 2-3 个替代方案及理由。


特定页面框架

首页 CRO

  • 针对冷访客的清晰定位
  • 通向最常见转化路径的快捷方式
  • 兼顾“准备购买”和“仍在研究”的访客

落地页 CRO

  • 与流量来源的信息匹配
  • 单一 CTA(如有可能,移除导航)
  • 一页内完成完整论点

定价页 CRO

  • 清晰的方案对比
  • 推荐方案指示
  • 解决“哪个方案适合我?”的焦虑

功能页 CRO

  • 将功能与好处连接起来
  • 使用案例和示例
  • 清晰的试用/购买路径

博客文章 CRO

  • 与内容主题相关的上下文 CTA
  • 在自然停顿点插入行内 CTA

实验想法

推荐实验时,考虑测试:

  • 首屏区域(标题、视觉、CTA)
  • 信任信号和社会认可的放置位置
  • 定价展示方式
  • 表单优化
  • 导航和用户体验

关于按页面类型的全面实验想法:请参阅 references/experiments.md


特定任务问题

  1. 你当前的转化率和目标是什么?
  2. 流量来自哪里?
  3. 此页面之后的注册/购买流程是怎样的?
  4. 你是否有用户研究、热图或会话记录?
  5. 你已经尝试过哪些方案?

相关技能

  • signup-flow-cro:如果问题出在注册流程本身上
  • form-cro:如果页面上的表单需要优化
  • popup-cro:如果考虑将弹出窗口作为策略的一部分
  • copywriting:如果页面需要完全重写文案
  • ab-test-setup:为了正确测试推荐的更改

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

LeoYeAI/openclaw-marketing-skills

When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," or "how long should I run this test." Use this whenever someone is comparing two approaches and wants to measure which performs better. For tracking implementation, see analytics-tra

LeoYeAI/openclaw-marketing-skills

When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad copy variations,' 'ad creative,' 'generate headlines,' 'RSA headlines,' 'bulk ad copy,' 'ad iterations,' 'creative testing,' 'ad performance optimization,' 'write me some ads,' 'Facebook ad copy,' 'Google ad headlines,' 'LinkedIn ad text,' or 'I need more ad variations.' Use this whenever someone needs to produce ad copy at scale or iterate on existing ads. For campaign strategy and targeting, see paid-ads. For landing page copy, see copywriting.

LeoYeAI/openclaw-marketing-skills

When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generative engine optimization,' 'LLM optimization,' 'AI Overviews,' 'optimize for ChatGPT,' 'optimize for Perplexity,' 'AI citations,' 'AI visibility,' 'zero-click search,' 'how do I show up in AI answers,' 'LLM mentions,' or 'optimize for Claude/Gemini.' Use this whenever someone wants their content to be cited or surfaced by AI assistants and AI search engines. For traditional technical and on-page SEO audits, see seo-audit. For structured data implementation, see schema-markup.

LeoYeAI/openclaw-marketing-skills

When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics implementation," "tracking plan," "how do I measure this," "track conversions," "attribution," "Mixpanel," "Segment," "are my events firing," or "analytics isn't working." Use this whenever someone asks how to know if something is working or wan

LeoYeAI/openclaw-marketing-skills

When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save offer,' 'dunning,' 'failed payment recovery,' 'win-back,' 'retention,' 'exit survey,' 'pause subscription,' 'involuntary churn,' 'people keep canceling,' 'churn rate is too high,' 'how do I keep users,' or 'customers are leaving.' Use this whenever someone is losing subscribers o

LeoYeAI/openclaw-marketing-skills

Write B2B cold emails and follow-up sequences that get replies. Use when the user wants to write cold outreach emails, prospecting emails, cold email campaigns, sales development emails, or SDR emails. Also use when the user mentions "cold outreach," "prospecting email," "outbound email," "email to leads," "reach out to prospects," "sales email," "follow-up email sequence," "nobody's replying to my emails," or "how do I write a cold email." Covers subject lines, opening lines, body copy, CTAs, p

LeoYeAI/openclaw-marketing-skills

When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[Product] vs [Product],' '[Product] alternative,' 'competitive landing pages,' 'how do we compare to X,' 'battle card,' or 'competitor teardown.' Use this for any content that positions your product against competitors. Covers four formats: singular alternative, plural alternatives, you v

LeoYeAI/openclaw-marketing-skills

When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," "content planning," "editorial calendar," "content marketing," "content roadmap," "what content should I create," "blog topics," "content pillars," or "I don't know what to write." Use this whenever someone needs help deciding what content to produce,

LeoYeAI/openclaw-marketing-skills

When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' 'copy sweep,' 'tighten this up,' 'this reads awkwardly,' 'clean up this text,' 'too wordy,' or 'sharpen the messaging.' Use this when the user already has copy and wants it improved rather than rewritten from scratch. For writing new copy, see copywriting.

LeoYeAI/openclaw-marketing-skills

When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for," "improve this copy," "rewrite this page," "marketing copy," "headline help," "CTA copy," "value proposition," "tagline," "subheadline," "hero section copy," "above the fold," "this copy is weak," "make this more compelling," or "help me describe my product." Use this whenever s

LeoYeAI/openclaw-marketing-skills

When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campaign," "nurture sequence," "onboarding emails," "welcome sequence," "re-engagement emails," "email automation," "lifecycle emails," "trigger-based emails," "email funnel," "email workflow," "what emails should I send," "welcome series," or "email cadence." Use this for any multi-email automated flow. For cold out

LeoYeAI/openclaw-marketing-skills

When the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo request forms, application forms, survey forms, or checkout forms. Also use when the user mentions "form optimization," "lead form conversions," "form friction," "form fields," "form completion rate," "contact form," "nobody fills out our form," "form abandonment," "too many fields," "demo request form," or "lead form isn't converting." Use this for any non-signup form tha

LeoYeAI/openclaw-marketing-skills

When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as marketing," "free tool," "marketing tool," "calculator," "generator," "interactive tool," "lead gen tool," "build a tool for leads," "free resource," "ROI calculator," "grader tool," "audit tool," "should I build a free tool," or "tools for lead gen." Use this whenever someone wants to build something useful and give

LeoYeAI/openclaw-marketing-skills

Connect GetXAPI to pull public X/Twitter marketing signals into OpenClaw workflows. Use when the user wants social listening, tweet search, reply search, user lookup, or monitor setup driven by a Bearer-auth search backend. Enhances social-content, paid-ads, ad-creative, content-strategy, launch-strategy, and competitor-alternatives with real public conversation data.

LeoYeAI/openclaw-marketing-skills

Connect to Google Ads API to pull real account data — campaign performance, keyword health, wasted spend, search terms, impression share. Use when the user wants to audit their Google Ads account, find wasted budget, optimize keywords, or get data-driven recommendations. Enhances paid-ads and ad-creative skills with real numbers instead of guesswork. Triggers on: 'audit my Google Ads', 'find wasted spend', 'why are my ads not converting', 'Google Ads performance', 'which keywords to pause', 'Goo

LeoYeAI/openclaw-marketing-skills

When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'how do I launch this,' 'launch checklist,' 'GTM plan,' or 'we're about to ship.' Use this whenever someone is preparing to release something publicly. For ongoing marketing after launch, see marketing-ideas.

LeoYeAI/openclaw-marketing-skills

When the user wants to create, plan, or optimize a lead magnet for email capture or lead generation. Also use when the user mentions "lead magnet," "gated content," "content upgrade," "downloadable," "ebook," "cheat sheet," "checklist," "template download," "opt-in," "freebie," "PDF download," "resource library," "content offer," "email capture content," "Notion template," "spreadsheet template," or "what should I give away for emails." Use this for planning what to create and how to distribute

LeoYeAI/openclaw-marketing-skills

When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing tactics,' 'ways to promote,' 'ideas to grow,' 'what else can I try,' 'I don't know how to market this,' 'brainstorm marketing,' or 'what marketing should I do.' Use this as a starting point whenever someone is stuck or looking for inspiration on how to grow. For specific channel execution, see the relevant skill (paid-ads, social-content, email-sequence, etc.).

LeoYeAI/openclaw-marketing-skills

When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science,' 'why people buy,' 'decision-making,' 'consumer behavior,' 'anchoring,' 'social proof,' 'scarcity,' 'loss aversion,' 'framing,' or 'nudge.' Use this whenever someone wants to understand or leverage how people think and make decisions in a marketing context.

LeoYeAI/openclaw-marketing-skills

Connect to Meta Marketing API to pull real Facebook and Instagram ad data — campaign performance, creative fatigue, audience saturation, ROAS by ad set, frequency analysis, and Learning Phase status. Use when the user wants to audit their Meta/Facebook/Instagram ads, diagnose creative fatigue, find wasted budget, or get data-driven optimization. Enhances paid-ads and ad-creative skills with real Meta data. Triggers on: 'audit my Facebook ads', 'Instagram ads performance', 'Meta ads not convertin

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