Claude Ecom

claude-ecom

Turn order/sales CSV into a business review — KPI decomposition, prioritized findings, and concrete next actions. One command.

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Who This Is For

• Data Analysts / Marketers who write monthly business reviews from scratch every time
• D2C brand owners, retail managers, or ecommerce managers without an analyst on staff
• Anyone who knows revenue dropped but can't explain why

Quick Start

# Install
curl -fsSL https://raw.githubusercontent.com/takechanman1228/claude-ecom/v0.1.3/install.sh | bash

# Drop your orders CSV, Start Claude Code, and run:
/ecom review

Requires: Claude Code CLI, Python 3.10+, and git

Alternative: Install as a Claude Code plugin

/plugin marketplace add takechanman1228/claude-ecom
/plugin install claude-ecom@claude-ecom
/reload-plugins

Restart Claude Code. The Python backend installs automatically on session start. The command becomes `/claude-ecom:ecom review` when installed as a plugin.

What You Get

A single `REVIEW.md` that reads like a consultant wrote it:

# Business Review
> Revenue reached $9.37M for the year, essentially flat YoY (-1.7%), despite strong
> short-term momentum — the last 90 days surged 84% and November posted +28.5%,
> both driven by Q4 seasonal demand rather than structural growth. The flat annual...

           30d Pulse       90d Momentum     365d Structure
Revenue    $1.47M (+ 28%)  $3.73M (+ 84%)   $9.37M (= -2%)
Orders     3,499 (+ 26%)   8,814 (+ 60%)    24,812 (- 11%)
AOV        $419 (+ 2%)     $424 (+ 15%)     $378 (+ 10%)
Customers  1,676 (+ 11%)   2,918 (+ 51%)    4,296 (= flat)
...

Revenue $9.37M (YoY: -1.7%)
├── 🔴 New Customer Revenue $1.45M (15.5%)
│   ├── New Customers: 1,559 (-57.8%)
│   └── New Customer AOV: $305
└── 🟢 Existing Customer Revenue $7.92M (84.5%)
    ├── Returning Customers: 2,737 (+345%)
    ├── Returning AOV: $395
    └── Repeat Purchase Rate: 75.4%

...