Compare five growth loops, mechanisms where user activity brings in more users, to find a suitable approach for a product. Develop an implementation roadmap, measurement plan, and growth estimates based on sharing, collaboration, content, or referrals.
中文简介正在准备中。当前显示英语简介。
Identify growth loops (flywheels) for sustainable traction. Evaluates 5 loop types: Viral, Usage, Collaboration, User-Generated, and Referral. Use when designing growth mechanisms, building product-led traction, or understanding how growth loops work.
安装前可以查看交给 AI 代理的指令内容。
Identify and design growth loops (flywheels) that create sustainable traction. This skill evaluates five proven growth loop mechanisms to reduce reliance on paid acquisition and build product-led growth.
Product content created by users gets shared on external platforms, bringing new users back to the product.
Users create content or value within the product, then share it, which invites new users or drives re-engagement.
Users invite colleagues to co-create or collaborate within the product, expanding the user base within organizations.
Users discover new content or features through other users' creations, then create and share their own content.
Users invite other potential users in exchange for rewards, incentives, or social recognition.
Clarify the core value users experience:
Assess which growth loops align with your product:
Create specific loop implementation:
Estimate growth velocity:
Implement the highest-leverage loop first:
Use $ARGUMENTS to pass:
A growth loops analysis including:
Based on growth loops research by Ognjen Bošković. Focuses on compounding user acquisition through built-in, product-native sharing and collaboration mechanisms.
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。
Analyze A/B test results to decide whether to launch a change, extend testing, stop, or investigate further. Check sample size, statistical significance, uncertainty ranges, and effects on other important metrics, then summarize the recommendation and next steps.
中文简介正在准备中。当前显示英语简介。
Organize customer feature requests into themes and rank the top three against product goals, customer value, effort, and risk. For each recommendation, explain the underlying need, possible alternatives, uncertain assumptions, and simple ways to test them.
中文简介正在准备中。当前显示英语简介。
Compare growth options across existing and new products and markets using the Ansoff Matrix, a four-part planning framework. Assess opportunities, resources, competition, and risks, then develop market launch plans and a phased roadmap for priority options.
中文简介正在准备中。当前显示英语简介。
Choose the first customer segment for a product launch by comparing urgent needs, willingness to pay, achievable market share, and referral potential. Get scored recommendations, a priority segment, a 90-day acquisition plan, and expansion options.
中文简介正在准备中。当前显示英语简介。
Plan low-effort experiments to check assumptions about an existing product before building a feature. Compare prototypes, A/B tests, and other methods, with a clear assumption, procedure, metric, and success threshold for each experiment.
中文简介正在准备中。当前显示英语简介。
Turn a new product idea into a testable hypothesis and two or three simple experiments. Define target customers, expected actions, measurement methods, and success thresholds to assess demand through behavior such as sign-ups, pre-orders, or paid commitments.
中文简介正在准备中。当前显示英语简介。