AI reporting template

E-commerce Performance Report Template

Bring transaction, product, and acquisition data into a single review of profitable growth. The template helps distinguish revenue movement from changes in volume, pricing, mix, conversion, and customer behavior.

E-commerceWeekly or monthlyPerformance report

Best for E-commerce operators, marketplace teams, growth marketers, category managers, and founders.

Built around the review

A useful template should lead to decisions, not just charts.

This structure starts with the questions stakeholders need answered, then defines the evidence and finished deliverable required to support the discussion.

Decisions this template should support

  1. 1Is growth coming from volume, price, mix, or conversion?
  2. 2Which products and channels contribute profitable revenue?
  3. 3Where are discounts, returns, or acquisition costs eroding value?

What the finished deliverable includes

  • Commerce KPI summary
  • Revenue and order driver analysis
  • Product and customer segment views
  • Margin and growth opportunity list

Recommended source fields

  • Order date and ID
  • Product and category
  • Quantity and revenue
  • Discount and cost
  • Customer ID
  • Channel or campaign
  • Region

Key metrics

  • Revenue and orders
  • Average order value
  • Gross margin
  • Conversion rate
  • Repeat purchase rate
  • Product and channel contribution

Suggested report sections

  • Executive commerce summary
  • Revenue and order trend
  • Product mix
  • Customer behavior
  • Channel efficiency
  • Profitability opportunities

Copy this prompt

Start with a complete reporting brief

Upload your source file, paste this prompt, and then refine the output for your audience and reporting definitions.

Create an e-commerce performance report. Analyze revenue, orders, average order value, margin, product mix, repeat customers, and channel contribution. Explain the biggest drivers and recommend actions.

How to use this template

From source data to a review-ready performance report

Use the same four-step workflow each weekly or monthly cycle so the analysis stays comparable while the narrative responds to what changed.

01

Add the source data

Upload the latest Excel or CSV exports and include the prior comparison period.

02

Confirm the review brief

Define the audience, reporting period, metric rules, and which 3 questions matter most.

03

Challenge the analysis

Check totals, definitions, outliers, and whether each conclusion is supported by visible evidence.

04

Refine and deliver

Revise charts or narrative with AI, then export the finished performance report in an editable format.

Data preparation

Make the result easier to validate

  1. 1Include product cost for margin analysis.
  2. 2Use stable customer identifiers for repeat behavior.
  3. 3Separate refunds or cancellations where possible.

FAQ

Using this template

Can the report analyze product profitability?

Yes, when product cost, discounts, refunds, and revenue are included.

Can it identify repeat customers?

Yes. Include a stable customer identifier and transaction date.

Can marketplace exports be analyzed?

Yes. Clean column names and align currencies and dates before combining multiple sources.