shopify-admin-customer-acquisition-cost-by-source
OfficialEstimate CAC per traffic source from Shopify data
System Documentation
What problem does it solve?
It solves the problem of not knowing how much it costs to acquire new customers from each marketing traffic source using Shopify order attribution.
Core Features & Use Cases
- CAC estimation by source: Combines attributed new-customer orders with caller-provided ad spend to compute cost per acquired customer.
- Attribution-aware source resolution: Infers a source from customer first-visit data, referrer/landing URLs, UTM parameters, and falls back to direct when missing.
- Read-only reporting with safeguards: Uses a query-only GraphQL operation and reports results as a CSV for downstream budgeting.
Use case example: If you spend $4,500 on Google, $3,200 on Meta, and $1,800 on TikTok over the same lookback window, the skill estimates how many new customers each source generated and the resulting CAC.
Quick Start
Use the shopify-admin-customer-acquisition-cost-by-source skill for your store domain with days_back=30 and ad_spend for sources like google, meta, and tiktok to produce a CSV of CAC by source.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: shopify-admin-customer-acquisition-cost-by-source Download link: https://github.com/40RTY-ai/shopify-admin-skills/archive/main.zip#shopify-admin-customer-acquisition-cost-by-source Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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