growthDesign and execute growth strategies with acquisition loops, activation, and retention systems.
Install via ClawdBot CLI:
clawdbot install ivangdavila/growthGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 20, 2026
A startup needs to define its North Star Metric (e.g., weekly active users performing a core action) and build activation loops to ensure users reach the 'aha moment' quickly. They will use the AARRR funnel to identify weak stages, such as retention, and run experiments with the ICE framework to improve cohort retention curves.
An online marketplace aims to increase transaction frequency as its North Star Metric. They will implement growth loops like viral loops for referrals and paid loops for ads, while using the activation checklist to reduce obstacles in the checkout process and optimize time-to-value for new buyers.
A media company focuses on time spent as its North Star Metric and uses content loops to drive SEO and user-generated content. They analyze retention curves to address early drop-offs and apply channel selection to prioritize low-CAC organic channels like social media and community building.
A B2B software provider with high ACV uses the sales loop for growth, tracking pipeline velocity and referral rates. They define activation as completing a demo or first report, and use the experiment framework to test hypotheses on improving conversion rates from leads to paying customers.
A mobile app developer targets weekly active users as the North Star Metric and implements referral programs with double-sided incentives. They use the quick wins checklist, such as reducing signup fields and adding exit intent offers, to improve activation and retention among free users before upselling to premium.
This model relies on recurring revenue from monthly or annual subscriptions. Growth strategies focus on activation to ensure users experience value quickly, retention to reduce churn, and referral programs to lower CAC. Metrics like ARPU and LTV are critical for scaling paid loops effectively.
Revenue is generated from fees on transactions between buyers and sellers. Growth involves optimizing the AARRR funnel to increase transaction volume, using viral loops for user acquisition, and retention analysis to build habit-forming usage. Key metrics include transaction frequency and conversion rates.
This model earns revenue through ads based on user engagement, such as time spent or content consumption. Growth strategies emphasize content loops for SEO and user-generated content, with retention curves used to sustain audience engagement. Metrics like DAU/MAU and ad impressions drive monetization.
💬 Integration Tip
Integrate this skill by first defining your North Star Metric, then use the AARRR funnel to measure each stage and prioritize experiments with the ICE framework for continuous improvement.
Scored Apr 21, 2026
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