Shopify tracks everything — so how do you actually read the numbers?

To read Shopify analytics, start with three questions: where do sessions come from, which pages do they land on, and where does conversion drop? Shopify's reports answer those. They count what happened; they can't say why. 70.22% of carts are abandoned (Baymard, 2025), and a report shows that as one number. That is where interpretation starts, and it is why owners still pay for it.

Below: the reports worth opening first, what the numbers can and can't tell you, and where analysis picks up once the data runs out.

Doesn't Shopify already track everything?

It tracks a lot, and keeps adding more: the Winter '26 Edition brought heatmaps and bot filtering to its analytics. That is better measurement. Measurement still isn't diagnosis. A report can say conversion fell. It can't say your price vanished above the fold on a phone.

The Shopify reports to read first

Shopify groups its default reports into categories. For traffic and conversion, two matter most: Acquisition reports and Behaviour reports (spelled that way in Shopify's help center). Open these first, in this order:

1. Sessions over time (Acquisition). Visitor and session counts across a date range. Is traffic up, flat or down, and when did it change?
2. Sessions by referrer (Acquisition). Whether visitors arrive directly, through search or through a referral. It tells you which channel to question.
3. Sessions by landing page (Behaviour). Which pages sessions start on. Your top landing pages do most of the selling, so check those first.
4. Sessions by device (Behaviour). The devices people use. If most are phones, judge your store on a phone.
5. Conversion rate over time (Behaviour). The share of online store visitors who buy over a period. It shows whether conversion moved, and when.
6. Conversion rate breakdown (Behaviour). The path visitors take through your store and checkout, shown as a funnel by default. It shows where people drop off.
7. Web performance reports (Behaviour). Loading speed, interactivity and visual stability, measured as Core Web Vitals.

Read them in that order: traffic, where it lands, how it converts, where it leaks. Report names and availability can change, and which reports you see depends on your Shopify plan, so check the labels in your own admin. Source: Shopify Help Center, Acquisition reports and Behaviour reports.

Every one of these answers what. None answers why: the funnel shows people leaving checkout, but not that the shipping cost surprised them. That gap is the rest of this post.

What can't a dashboard tell you?

It shows what happened, never why. Each number below has several possible causes:

So what are people actually paying for?

Not the data. They already have it. In our view, four things:

1. An outside view. You know where everything is, so you can't see what a stranger misses.
2. A priority. Twenty possible fixes, one worth doing first.
3. Time. Reading reports properly takes hours most owners don't have.
4. Someone to do it. Advice is cheap; implementation is the expensive part.

Where does analysis fit between the data and the fix?

Between the two. It covers the first two jobs quickly, and it can't replace someone who knows your business or makes the changes.

Why does one number hide so many causes?

Because "abandoned" is a label, not a reason. Among shoppers who meant to buy, the causes differ, and so does the fix:

How do you start?

Keep your dashboard for counting. Add an outside read for the why. EliteVault's free Shopify store audit works from a screenshot of your live storefront, so it judges what a shopper sees, not your analytics. Full disclosure, EliteVault is our tool.

Analyze your store free → To see what a good analyzer covers, read what a Shopify store analyzer checks; for the human option, audit vs consultant.