When the user wants to plan growth using the AARRR framework, diagnose growth bottlenecks, or map actions across the customer lifecycle. Also use when the user mentions "growth funnel," "AARRR," "pirate metrics," "acquisition activation retention," "customer lifecycle metrics," or "growth framework." For retention tactics, use retention-strategy.
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Guides growth using the AARRR framework (Pirate Metrics)—five stages of the customer lifecycle. Created by Dave McClure (500 Startups) to focus on actionable metrics over vanity metrics. Use this skill when diagnosing growth bottlenecks, prioritizing improvements, or aligning product, marketing, and customer success.
When invoking: On first use, if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output.
| Stage | Question | Key metrics |
|---|---|---|
| Acquisition | How do users discover you? | CAC, CPA, conversion by source |
| Activation | Do users reach "aha moment"? | Activation rate, time-to-first-value |
| Retention | Do users return? | D1/D7/D30 retention, churn |
| Referral | Do users recommend? | Referral rate, NPS, viral coefficient |
| Revenue | Do users pay? | Conversion rate, ARPU, LTV |
Principle: Define behavior-based events per stage; analyze by cohort. Quality over volume—channels bringing fewer but more activated users often outperform.
| Stage | Actions | Related skills |
|---|---|---|
| Acquisition | SEO, paid ads, content, partnerships, directories, marketplaces | cold-start-strategy, seo-strategy, paid-ads-strategy, directory-submission, distribution-channels |
| Activation | Onboarding, use-case guidance, FAQ, case studies, free trials, trust signals | conversion-optimization, faq-page-generator, customer-stories-page-generator |
| Retention | Support, churn analysis, feedback, loyalty, dunning | retention-strategy, email-marketing |
| Referral | Referral program, affiliate, case study sharing | referral-program, affiliate-marketing |
| Revenue | Pricing, conversion optimization, CAC vs LTV analysis | pricing-strategy, conversion-optimization, paid-ads-strategy |
| Stage | Tactics |
|---|---|
| Acquisition | Google ads (keywords, display); organic SEO; social (LinkedIn, YouTube, X, blog); partnerships (NGOs, SMBs); directories, marketplaces |
| Activation | Use-case guidance; video + blog tutorials; FAQ; case studies; free trials/credits; new-feature promotion; email; trust signals (reviews, media) |
| Retention | Timely support; churn analysis; feedback collection; loyalty perks (credits, early access) |
| Referral | Referral credits; signup email with referral CTA; enterprise case sharing; affiliate program |
| Revenue | Conversion optimization; platform attribution; CAC vs LTV; post-campaign traffic analysis |
Post-campaign: Analyze traffic and conversion by channel; reallocate budget to top performers.
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When the user wants to create, optimize, or audit 404 error pages. Also use when the user mentions "404 page," "404 error," "error page," "page not found," "broken link page," "404 design," "custom 404," "404 redirect," "404 page UX," or "404 recovery." For sitewide page planning, use website-structure.
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When the user wants to create, optimize, or audit About page content. Also use when the user mentions "about page," "about us," "company story," "our team," "about section," "company overview," "brand story," "team page," or "who we are." For sitewide page planning, use website-structure.
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When the user wants to plan, implement, or optimize affiliate marketing strategy. Also use when the user mentions "affiliate marketing," "affiliate program strategy," "CPS model," "affiliate recruitment," "commission structure," "affiliate partners," "affiliate network," "affiliate tracking," "affiliate commission," or "partner marketing." For affiliate page, use affiliate-page-generator.
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When the user wants to create, optimize, or audit affiliate program page content. Also use when the user mentions "affiliate program," "affiliate page," "partner program," "referral program page," "affiliate landing," "partner landing," "commission page," or "affiliate signup." For affiliate program strategy, use affiliate-marketing.
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When the user wants to track AI search traffic in GA4 or GSC. Also use when the user mentions "AI traffic," "ChatGPT referral," "Perplexity traffic," "AI Overviews," "GA4 AI sources," "AI search analytics," "track AI referrals," "AI search traffic," "Claude traffic," or "how to track AI traffic." For AI SEO strategy, use generative-engine-optimization.
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When the user wants to create, optimize, or audit alternatives or comparison content (page or blog article). Also use when the user mentions "alternatives page," "alternatives listicle," "X alternatives," "competitor comparison," "vs page," "compare page," "best alternatives to X," "switch from X," "competitor brand traffic," "brand keyword ads," or "intercept competitor search." For competitor research, use competitor-research.
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