# Optimize Conversion Growth Loops

> Identify and optimize conversion bottlenecks and reinforce compounding growth loops. Use this skill when a team needs to improve conversion rates in a flow or strengthen a growth loop.

- Skill: `alexe-ev/optimize-conversion-growth-loops` (Agent Skill, multi-file: 5 files)
- Install (CLI): `npx skillmds@latest add alexe-ev/optimize-conversion-growth-loops`
- Raw SKILL.md: https://api.skillmd.com/api/skills/alexe-ev/optimize-conversion-growth-loops/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Marketing & Growth
- Author: alexe-ev (https://skillmd.com/u/alexe-ev)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/alexe-ev/optimize-conversion-growth-loops

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# Optimize Conversion & Growth Loops

## Purpose
Help teams diagnose conversion bottlenecks and design compounding growth loops that amplify product-led or network-effect growth.

## Skill type
Conceptual skill

## Use this skill when
- Conversion rates at key funnel steps are below potential
- A growth loop exists but is not being reinforced
- A product has viral or referral potential that isn't being leveraged
- A paywall or upgrade conversion needs improvement

## Do not use this skill when
- The goal is top-of-funnel channel acquisition (use strategize-channel-campaigns)
- The goal is lifecycle engagement design (use plan-lifecycle-engagement)

## Required inputs
- Conversion metric or flow to optimize
- Current conversion data (even rough)

## Optional inputs
- Funnel analysis
- User research on friction points
- A/B test history
- Growth loop map

## Upstream context
Works best when:
- Growth model is defined
- Funnel data is available
- Growth loop hypothesis exists

## Downstream handoff
Output can feed:
- formulate-experiment-hypothesis (conversion improvement idea → experiment)
- design-growth-model (strengthened loops update the growth model)

## Instructions
1. Identify the conversion event being optimized.
2. Map the current conversion flow step by step.
3. Identify friction points, drop-off steps, and barriers.
4. Identify the growth loop: what action creates a reinforcing cycle?
5. Propose conversion improvements and loop reinforcement mechanisms.
6. Prioritize interventions by estimated impact and implementation effort.

## Output
Provide:
- Conversion flow map
- Friction points and drop-off analysis
- Growth loop description (if applicable)
- Optimization recommendations by priority
- Loop reinforcement mechanisms
- Measurement plan for each recommendation

## Risks / caveats
- Optimizing a broken growth loop faster still leads to failure
- Dark patterns improve short-term conversion at the cost of trust — avoid them
- Always measure long-term retention impact of conversion changes, not just conversion rate