Ecom Ops

Optimize e-commerce operations with AI-powered analysis. Covers marketing attribution, ad spend ROI, inventory planning, and pricing strategy for Shopify and multi-channel stores.

Commands

attribution

Analyze marketing channel attribution and ROAS.

bash scripts/script.sh attribution --channels "google:5000,meta:3000,email:500,organic:2000" --revenue 18000

roi

Calculate ad campaign ROI and recommend budget allocation.

bash scripts/script.sh roi --spend 8000 --revenue 18000 --cogs-pct 40 --platform shopify

inventory

Generate reorder recommendations based on sales velocity.

bash scripts/script.sh inventory --product "SKU-001" --current-stock 120 --daily-sales 15 --lead-days 14

pricing

Analyze pricing strategy and suggest optimizations.

bash scripts/script.sh pricing --cost 25 --current-price 79 --competitor-price 69 --margin-target 60

cohort

Analyze customer cohort retention and LTV.

bash scripts/script.sh cohort --new-customers 500 --month1-retained 210 --month3-retained 95 --avg-order 85

funnel

Analyze conversion funnel and identify drop-off points.

bash scripts/script.sh funnel --visits 10000 --pdp-views 3200 --add-to-cart 850 --checkout 320 --orders 280

help

Show all commands.

bash scripts/script.sh help

Supported Platforms

Shopify, WooCommerce, Amazon, TikTok Shop, multi-channel

Key Metrics

• ROAS, CAC, LTV, contribution margin
• Reorder point, safety stock, turnover rate
• Conversion rate by funnel stage

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