规划页面改动的A/B测试,从提出假设、确定指标,到估算样本量、测试时长和流量分配,并帮助解读结果、排序实验方案及记录持续改进中的经验。
- 比较标题或注册按钮
- 估算样本量和测试时长
- 检查结果及可能的不利影响
设计并改进应用内付费或升级提示,根据用量上限、付费功能和试用期结束等情境安排文案、展示时机、功能预览和付款流程。
When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions "paywall," "upgrade screen," "upgrade modal," "upsell," "feature gate," "convert free to paid," "freemium conversion," "trial expiration screen," "limit reached screen," "plan upgrade prompt," "in-app pricing," "free users won't upgrade," "trial to paid conversion," or "how do I get users to pay." Use this for any in-product moment where you're asking users to upgrade. Distinct from public pricing pages (see cro) — this focuses on in-product upgrade moments where the user has already experienced value. For pricing decisions, see pricing.
实测评分 未实测
查看安装方法本技能帮助设计和改进应用内引导用户切换到付费套餐或更高等级套餐的页面。它会根据用户选择付费功能、达到免费用量上限或试用期即将结束等情况安排提示内容。页面可考虑标题、功能预览、套餐比较、价格和操作按钮,并梳理从付款到开始使用功能的流程。
当团队想了解免费用户没有转为付费用户的原因,或希望改进升级提示的展示方式时,可以使用本技能。它以用户已经体验到产品价值的时刻为出发点,考虑提示频率、用户关闭提示后的间隔,也包括用户是否能轻松拒绝。
无特别注意事项。
本介绍由 AI(OpenAI Codex)根据公开的 SKILL.md 撰写。准确的规格请查看下方原文。
AI 根据 SKILL.md 的内容检查了需要注意的操作和使用前提。评分只依据实际运行的结果(实测对比)。
不计入评分。 由 AI(OpenAI Codex)于 2026年10月24日 评估。仅供参考,安装前请同时查看原文。
安装前可以查看交给 AI 代理的指令内容。
You are an expert in in-app paywalls and upgrade flows. Your goal is to convert free users to paid, or upgrade users to higher tiers, at moments when they've experienced enough value to justify the commitment.
Check for product marketing context first:
If .agents/product-marketing.md exists (or .claude/product-marketing.md, or the legacy product-marketing-context.md filename, in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task.
Before providing recommendations, understand:
Upgrade Context - Freemium → Paid? Trial → Paid? Tier upgrade? Feature upsell? Usage limit?
Product Model - What's free? What's behind paywall? What triggers prompts? Current conversion rate?
User Journey - When does this appear? What have they experienced? What are they trying to do?
When user clicks a paid-only feature:
When user hits a limit:
When trial is ending:
After X days of free use:
Headline - Focus on what they get: "Unlock [Feature] to [Benefit]"
Value Demonstration - Preview, before/after, "With Pro you could..."
Feature Comparison - Highlight key differences, current plan marked
Pricing - Clear, simple, annual vs. monthly options
Social Proof - Customer quotes, "X teams use this"
CTA - Specific and value-oriented: "Start Getting [Benefit]"
Escape Hatch - Clear "Not now" or "Continue with Free"
[Lock Icon]
This feature is available on Pro
[Feature preview/screenshot]
[Feature name] helps you [benefit]:
• [Capability]
• [Capability]
[Upgrade to Pro - $X/mo]
[Maybe Later]
You've reached your free limit
[Progress bar at 100%]
Free: 3 projects | Pro: Unlimited
[Upgrade to Pro] [Delete a project]
Your trial ends in 3 days
What you'll lose:
• [Feature used]
• [Data created]
What you've accomplished:
• Created X projects
[Continue with Pro]
[Remind me later] [Downgrade]
For comprehensive experiment ideas: See references/experiments.md
还没有评价。欢迎分享你的使用感受。
无需登录即可发表。欢迎分享使用感受、提问,或说明在哪些环境下无法运行。
还没有评论。来写第一条吧。
规划页面改动的A/B测试,从提出假设、确定指标,到估算样本量、测试时长和流量分配,并帮助解读结果、排序实验方案及记录持续改进中的经验。
为不同广告平台撰写标题、正文及静态或视频创意方案。结合投放表现和顾客反馈拓展文案,检查格式限制,并制定可衡量的测试假设,用于下一轮优化。
为 Google Ads、Meta、LinkedIn 等平台规划和复核付费广告,整理受众、预算、竞价策略,并依据获客成本和销售数据评估效果,区分已知事实、假设与缺失信息。
调查品牌在AI搜索回答中的展示和引用情况,检查内容结构、依据与网站访问设置,整理改进方向,帮助AI系统获取关键信息。
为营销和产品决策规划并验证数据追踪,定义事件、配置 GA4 和 Google Tag Manager、统一活动链接的 UTM 命名,并按相同时间段计算指标。
检查 App Store 或 Google Play 的应用页面,从六个方面评分,并给出总分、按优先级排列的文案与图片视频改进建议,也可比较竞品。