Before buying anything, know what you already have. Shopify's native reporting answers more than most people realise, and the questions it does not answer are usually attribution questions.
What Shopify gives you free
Sessions, conversion by device, conversion by traffic source, a funnel from session through product view and cart to purchase, search terms including zero-result queries, and repeat customer rate.
That set diagnoses the majority of conversion problems. Read it before paying for a prettier version of it.
Where paid tools earn their place
Attribution across channels. This is the real gap. Shopify tells you last-click; it cannot tell you what a paid social impression contributed to a branded search three days later.
Cohort and LTV analysis. Native reporting is thin here and the numbers matter enormously for a repeat-purchase business.
Server-side tracking. Increasingly necessary as browser tracking degrades.
The options
Triple Whale — the popular choice for DTC attribution, good dashboards, server-side pixel. Priced accordingly.
Northbeam — stronger statistical modelling, aimed at larger spenders.
Lifetimely / Peel — focused on cohort and LTV analysis, considerably cheaper than full attribution platforms and frequently the actual need.
GA4 — free, powerful, and genuinely painful to configure well for ecommerce. Worth it if someone will own it.
| Best for | Watch | |
|---|---|---|
| Shopify native | Conversion diagnosis | No cross-channel attribution |
| Lifetimely / Peel | Cohorts and LTV | Not attribution |
| Triple Whale | DTC attribution | Cost |
| Northbeam | Larger ad budgets | Cost and complexity |
| GA4 | Free depth | Setup effort |
No attribution tool is truth. They are models with assumptions, and two of them will disagree about the same week. Pick one, understand its assumptions, and judge trends rather than absolute numbers.
Talk it through
Tell us what question you cannot answer.
Often the answer is already in Shopify. Where it genuinely is not, we will tell you which tool actually addresses it.
Ask usA real read within one business day — not a sales call.
About the author
Manpreet Singh
Manpreet Singh is the founder of Proscube, an ecommerce growth studio. He leads the studio's Shopify and Shopify Plus engineering, headless builds, CRO, and its work on AI engine optimization, and writes its guidance on how to grow a DTC brand without wasting money. He works directly with founders — no account-manager layers between you and the people doing the work — and would rather tell a client not to build something than sell them work they don't need.
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