Skip to content
Get MCP AdsGet MCP Ads, home
Start free
RecipeGoogle Analytics 4

Read GA4 ecommerce performance at item level

The ecommerce read: items, revenue, cart behaviour, with measurement health checked first.

IntentRevenue, items and funnels from the site's own till.

2
Steps
2
Tools
1
Rules
1
Failure modes

When to use it

Use it when

  • Retail weekly reads.
  • Merchandising questions.

Do not use it when

  • No specific contraindication beyond the preconditions below.

What it needs first

Preconditions

  • The account is ticked in the dashboard, confirmed via list_accounts.

Inputs

window
Analysis window.Default: last 30 days.

Procedure

In order. Every tool named is one the gateway ships, and links to its reference.

  1. Check ecommerce measurement health first.

  2. Run the item and revenue reports.

Decision rules

The observable condition, what it lets you conclude, and what takes the conclusion back.

  • When

    Diagnostics report missing item data on purchases

    Conclude

    Item-level conclusions inherit the gap: bound them explicitly or fix first.

Evidence every conclusion must carry

  • Every figure carries its account, metric and window.
  • Anything below a readable sample size is reported as unjudged, not as zero.

Where the agent stops

  • The readout changes nothing. Any change it motivates goes through Safe Writes: preview, human confirmation, then apply.

How it goes wrong quietly

The cases where the analysis is wrong and still looks right. Read them before trusting a number.

  • Returns and cancellations post late or never: GA4 revenue is gross-at-event, not finance's number.

What the answer contains

01Readout
The figures, with windows and accounts named.
02Flags
What deserves a deeper skill or a human decision.