Skip to main content
skill CX Codex

ecommerce-personalization — Claude Code skill: store personalization

A skill that walks your AI agent through building a personalization plan for an online store: segments, product recommendations, dynamic content and email.

Install into Claude Code · Skills CLI (Vercel) All methods and platforms ↓
npx skills add nexscope-ai/eCommerce-Skills --skill ecommerce-personalization -a claude-code
Open on GitHub

What ecommerce-personalization does

The skill runs in four steps. It pulls the product, platform, current setup and goals out of your message, then asks one follow-up question in multiple-choice form — shorthand answers like "1b 2c 3a" are fine. After that it works through the frameworks below and returns a structured plan with prioritized actions instead of vague advice.

What it covers: segmentation by RFM, behavior and demographics; recommendation strategy (collaborative, content-based, hybrid); dynamic content for the homepage, product page and checkout; email and SMS by segment; an A/B testing framework; privacy-compliant data collection; and app picks for Shopify and WooCommerce. Amazon, Shopify, WooCommerce, Walmart, TikTok Shop, Etsy, eBay and BigCommerce are listed as supported, so the tooling advice holds up on those and less so elsewhere.

Estimates built on incomplete data get flagged with a warning marker in the output. Install is one npx skills command, though GitHub Copilot uses a different path.

What it helps with

  • split a customer list into segments by recency and purchase frequency
  • pick a recommendation engine type that fits your catalog
  • show different homepage blocks to first-time and returning buyers
  • tie email and SMS campaigns to browsing and order history
  • plan an A/B test for personalization without breaking data collection rules

Example prompts for the agent

  • I run a Shopify store with 5,000 customers. How do I set up personalization so different segments see different products?
  • Help me choose a recommendation strategy for a WooCommerce catalog — collaborative or hybrid
  • Draft an email personalization plan by RFM segment for a BigCommerce store

How to install ecommerce-personalization

1Skills CLI (Vercel)

npx skills add nexscope-ai/eCommerce-Skills --skill ecommerce-personalization -a claude-code

2Manually: put the files in place

~/.claude/skills/ecommerce-personalization/SKILL.md

Copy the whole skill folder; for one project use .claude/skills/ecommerce-personalization/

Step by step, with commands for each platform: How to install skills in Claude Code: five ways

Questions about ecommerce-personalization

How do I install ecommerce-personalization in Claude?

Run npx skills add nexscope-ai/eCommerce-Skills --skill ecommerce-personalization -a claude-code. The skill lands in ~/.claude/skills/ecommerce-personalization/SKILL.md.

What does ecommerce-personalization do?

It helps your agent build a store personalization strategy: customer segmentation, product recommendations, dynamic content, email and SMS, A/B testing and platform-specific app picks.

Which store platforms does the skill support?

Amazon, Shopify, WooCommerce, Walmart, TikTok Shop, Etsy, eBay and BigCommerce are listed. App recommendations are given for Shopify and WooCommerce.

Source text

SKILL.md · MIT
---
name: ecommerce-personalization
description: "Design personalization strategies for e-commerce stores. Product recommendations, dynamic content, customer segmentation, and personalized email/SMS based on browsing and purchase behavior."
metadata:
  nexscope:
    emoji: "🎯"
    category: ecommerce
---

# E-Commerce Personalization 🎯

Design personalization strategies for e-commerce stores. Product recommendations, dynamic content, customer segmentation, and personalized email/SMS based on browsing and purchase behavior.

**Supported platforms:** Amazon, Shopify, WooCommerce, Walmart, TikTok Shop, Etsy, eBay, BigCommerce.

Built by [Nexscope](https://www.nexscope.ai/?co-from=skill) — your AI assistant for smarter e-commerce decisions.

## Install

```bash
npx skills add nexscope-ai/eCommerce-Skills --skill ecommerce-personalization -g
```

## Usage

```
I run a Shopify store with 5,000 customers. How do I set up personalization? I want to show different products to different customer segments.
```

## Capabilities

- Customer segmentation framework (RFM, behavioral, demographic)
- Product recommendation engine strategy (collaborative, content-based, hybrid)
- Dynamic content personalization for homepage, PDP, and checkout
- Personalized email/SMS strategy by customer segment
- A/B testing framework for personalization
- Privacy-compliant data collection strategy
- Tool and app recommendations by platform (Shopify, WooCommerce)

## How This Skill Works

**Step 1:** Collect information from the user's message — product, platform, current situation, and goals.

**Step 2:** Ask one follow-up with all remaining questions using multiple-choice format. Allow shorthand answers (e.g., "1b 2c 3a").

**Step 3:** Research and analyze using the frameworks and methodology below.

**Step 4:** Deliver structured, actionable output with specific recommendations, not vague advice.

## Output Format

- Start with a summary of findings
- Include specific data points and benchmarks where available
- Provide prioritized action items
- Mark estimates with ⚠️ when based on incomplete data
- End with concrete next steps

## Other Skills

More e-commerce skills: [nexscope-ai/eCommerce-Skills](https://github.com/nexscope-ai/eCommerce-Skills)

Amazon-specific skills: [nexscope-ai/Amazon-Skills](https://github.com/nexscope-ai/Amazon-Skills)

Built by [Nexscope](https://www.nexscope.ai/?co-from=skill) — your AI assistant for smarter e-commerce decisions.

© nexscope-ai · MIT · nexscope-ai/eCommerce-Skills

Similar skills

Everything for Marketing and content →

From the same set99

tiktok-shop-affiliate-program Builds and scales a TikTok Shop affiliate program. It generates commission tiers, creator vetting workflows, and product sample distribution rules. CX Codex +1 1,100installs social-media-monitor A skill that sets up social listening for an e-commerce brand: brand mentions, competitor activity and trends across Reddit, TikTok, Instagram, Twitter/X and YouTube. CX Codex +1 1,100installs ecommerce-shipping-rates A skill that compares USPS, UPS, FedEx and DHL rates and points out where you can cut shipping spend without eating into margin. CX Codex +1 1,100installs sales-tracking-tool Sets up sales performance dashboards and KPI tracking across Amazon, Shopify, and other stores. Helps detect revenue anomalies and analyze trends early. CX Codex +1 1,100installs tiktok-shop-cross-border A skill for planning TikTok Shop expansion into new countries: market selection, logistics, localization and tax setup. CX Codex +1 1,100installs tiktok-creator-marketplace Guides TikTok Creator Marketplace campaigns from outreach to analytics. It builds briefs, tier-based payout tables, and negotiation templates. CX Codex +1 1,100installs brand-monitoring This skill pulls brand mentions from Reddit, Google News, YouTube and DuckDuckGo, scores sentiment and flags negative spikes. CX Codex +1 1,100installs shopify-theme-optimization A skill that audits Shopify theme speed and UX: Core Web Vitals, Liquid, image loading, mobile layout. Returns a step-by-step plan. CX Codex +1 1,100installs

Project sponsors

Companies that keep this analytics open
Gold sponsor

Impressions, clicks and code copies — open statistics. We keep the numbers public for the same reason NeBlask itself is public. Become a sponsor