Prompt Details
Model
(claude-4-6-sonnet)
Token size
346
Example input
[Shopify / Amazon / Shopee / TikTok Shop / Other]: Shopify
[e.g. last 30 days]: Last 30 days
[sales, views, conversion rate, AOV, refund rate, margin]: High traffic, weak conversion, strong best-seller, one high-refund SKU
[paid ads, organic, social, referral]: Paid ads + organic
[increase revenue / improve profit / reduce refunds / optimize ads]: Increase revenue
Example output
Scenario: Strong Revenue, Weak Conversion
Executive Summary
The store is generating healthy traffic, but conversion remains below target. Revenue is being supported by a small number of best-selling products, while several high-traffic SKUs are underperforming. The fastest growth opportunity is to improve product page conversion and reallocate ad spend more efficiently.
Key Metrics Overview
Store type: Shopify.
Time period: Last 30 days.
Revenue: $52,400.
Average order value: $64.
Conversion rate: 2.0%.
Refund rate: 5.8%.
Paid ad ROAS: 2.4x.
Organic traffic share: 31%.
Top Growth Drivers
Product A generates 30% of total revenue.
Organic traffic converts better than paid traffic.
Bundles increased average order value by 12%.
Top Bottlenecks
High-traffic products have weak conversion rates.
Paid ads are driving clicks but not enough purchases.
One top SKU has a refund rate above acceptable levels.
7-Day Priority Action Plan
Review top product pages with the most traffic.
Improve product images, headlines, and trust signals.
Pause low-ROAS ad campaigns.
Create a bundle for the best-selling SKU.
Investigate the highest-refund product immediately.
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CLAUDE-4-6-SONNET
This prompt is designed for e-commerce operators, marketers, and store owners who want clear, decision-ready analysis instead of raw numbers.
It transforms store performance data into a structured business report that identifies what is driving revenue, what is limiting growth, and what actions are most likely to improve sales. It is ideal for Shopify, Amazon, Shopee, TikTok Shop, and other online sales channels.
The output is practical, prioritized, and focused on business action.
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Updated 1 week ago
