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Workflow · Stock and products · Opening soon

GA4 vs Shopify revenue gap

Compare daily revenue from GA4 with Shopify orders in one table. See which days agree and which days have the biggest gap.

Early access opens shortly. Check back soon.

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Someone typed

“show every day from ga4 daily revenue and the shopify orders, match date totals, status Agrees when they’re equal, GA4 higher or Shopify higher when one is over the other by more than 5%”

The agent read it as

show every day from GA4 daily revenue and the Shopify orders, match date totals, status Agrees when they’re equal, GA4 higher or Shopify higher when one is over the other by more than 5%

What the agent built

3 steps, each one an ordinary Mammoth step you can open and change.

  1. File
    GA4 daily revenue
    CSV export · 34 rows
  2. File
    Shopify orders
    CSV export · 35 rows
  3. Step
    Paid orders by day
    Step 1
  4. Join
    Add daily totals
    24 of 34 paired
  5. Step
    Set status
    Step 3
  6. Result
    Daily revenue check
    36 rows · 20 flagged
  7. Schedule
    Runs when you say
    Proposed

Checked on the sample files: every step ran, 36 rows came out, and the join paired 24 of 34 rows.

What you get back

The result of that run, the rows to look at first.

Daily revenue checkSample data36 rows
16 agrees10 GA4 higher10 shopify higher
DateGA4 revenueShopify totalStatus
2026-09-081,735·GA4 higher
2026-09-092,2804,015Shopify higher
2026-09-101,960·GA4 higher
2026-09-112,4154,375Shopify higher
2026-09-161,985·GA4 higher
2026-09-172,3304,315Shopify higher
2026-09-182,075·GA4 higher
2026-09-19·2,075Shopify higher
2026-09-242,460·GA4 higher
2026-09-252,0254,485Shopify higher
2026-09-301,895·GA4 higher
2026-10-012,3704,265Shopify higher
36 rows in the result · 12 shown, problems first. Sample data: illustrative figures, not business results.

How do you compare GA4 revenue with Shopify orders?

Export daily revenue from GA4 and paid orders from Shopify, then load both files into Mammoth. It matches the dates, adds daily totals, and sets a status for each day. Days over the 5% gap are marked GA4 higher or Shopify higher, and matching days are marked Agrees.

How it works

How to use the Daily revenue check workflow

  1. 1Get early accessWe invite people in small batches, job by job. You'll land on this workflow, already built and checked on the sample files.
  2. 2Swap in your exportsUpload your own files as they come out of your tools. The agent checks the workflow on your rows.
  3. 3Change it in words, then turn it onSay what to change and see the new result before anything saves. Then choose when it runs.

Daily revenue check: questions

Which export should you use from GA4 and Shopify?
Use an export that has one row per day with the revenue or order total for that day. The workflow needs the date column and the daily amount column from each file.
What happens to days that do not match exactly?
The workflow compares the daily totals by date, then labels the day Agrees when they are equal. If one side is more than 5% higher, it marks that day GA4 higher or Shopify higher.
How do you change the rules?
Edit the steps in words. You can change which fields are used, how totals are grouped by day, and the threshold used for the status rule.

Get early access to this workflow

It will open already built and checked on the sample files. Swap in your own exports and see your result.

Early access opens shortly. Check back soon.

Book a demo

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