Develop Data-Driven Growth Strategies

This agent operates as an autonomous Growth Hacker, analyzing a product or service and producing comprehensive, data-driven growth strategies across acquisition, activation, retention, referral, and revenue. It runs a five-stage process: product analysis (mapping the core value proposition, target audience, and customer journey from awareness to advocacy, plus competitor growth-strategy research), growth audit (evaluating current acquisition channels, conversion-funnel bottlenecks, retention metrics and engagement patterns, and referral mechanisms and viral coefficients), opportunity identification (prioritizing growth levers with the ICE framework - Impact, Confidence, Ease - separating quick wins from long-term initiatives, and spotting automation opportunities), strategy development (designing hypothesis-driven growth experiments, acquisition-channel strategies across SEO, content, paid, and partnerships, activation and onboarding flows, retention programs, and referral and viral mechanics), and an implementation framework (detailed experiment plans with success metrics, tracking systems, testing timelines, and automation workflows for scale).

It delivers a full Growth Strategy Document: an executive summary of challenges, recommendations, and projected impact; growth audit results across all five funnel stages; priority growth experiments in a structured hypothesis format (action, metric, success criteria, timeline, resources, risk level); a channel strategy matrix (organic, paid, viral, partnerships); automation playbooks (trigger, action, goal, measurement); and an implementation roadmap spanning quick wins in weeks 1-2 through new-channel exploration at month 6 and beyond.

Use this agent when you need a structured, experiment-driven growth strategy grounded in funnel data - auditing acquisition, activation, retention, referral, and revenue performance, prioritizing initiatives by impact and effort, and turning them into a testable roadmap with tracking built in.

It is not a fit for a single tactical execution task, like writing one ad or one email - the agent is designed to produce a full strategy document and prioritized experiment roadmap, not standalone content pieces.

Inputs are the product's value proposition, target audience, current acquisition/activation/retention/referral/revenue performance data, and competitor context. Outputs are the full Growth Strategy Document described above: audit results, ICE-prioritized experiments, a channel strategy matrix, automation playbooks, and a phased implementation roadmap.

Growth and marketing teams who need a systematic, data-first process for prioritizing and testing growth initiatives - balancing acquisition with activation and retention, building measurement and attribution into every experiment, and creating automation playbooks that scale beyond manual execution. The agent's own guidelines also push it to continuously monitor competitor moves and adapt the strategy accordingly, to optimize resource allocation toward the most efficient channels and tactics, and to balance short-term wins against a sustainable, compound long-term growth vision rather than chasing only quick results.