Clarvivo

Revenue debugging tools

Compare what your payment processor recorded against what analytics and ad platforms claim.

How these revenue tools fit together

Your payment processor or store knows how much money came in. Analytics and ad platforms each have their own version of that number, built from browser events, attribution windows and models. They are never identical, and they shouldn't be, but the size and direction of the gap tells you whether tracking is healthy.

These tools compare exports you already have: Shopify orders against GA4, Google Ads and Meta, refunds against orders, and transaction IDs and currency codes against what a clean dataset looks like. They classify gaps as normal measurement loss, under-reporting or over-reporting, so you know which ones to investigate.

Use the store or payment processor as financial truth. When a platform reports more revenue than you took, start there; it almost always means something is being counted twice.

Where to start

  1. Shopify vs GA4 Revenue Gap Analyzer

    GA4 revenue doesn't match what Shopify says you took.

  2. Claimed Revenue Overlap Checker

    Meta and Google Ads together claim more than your store made.

  3. Transaction ID Duplicate Checker

    You suspect purchases are being recorded twice.

  4. Refund Tracking Gap Checker

    Refunded revenue may still be sitting in your reports.

Common questions

Why doesn't GA4 revenue match Shopify?
Consent, ad blockers, missing purchase events on some checkout paths, duplicates, refunds and currency differences all contribute. The Shopify vs GA4 Revenue tool separates them.
Is it normal for ad platforms to report less revenue than my store?
Yes. They only count orders they can attribute to their ads within their attribution windows. Reporting more than your store is the warning sign.
Can I add up revenue from Meta and Google Ads?
No. Both platforms can claim the same order, so their totals overlap. Compare each against the store, or use a single attribution model across channels.
Do these tools need access to my store?
No. They work from CSV exports, which are parsed for the result and not stored.

← All free marketing debugging tools

These tools find the problem. Clarvivo keeps it from coming back.

Connect your analytics and payment data and see which channels actually produce revenue — continuously, instead of one export at a time.

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