Features Collection analytics

Collection analytics

Track collection CTR, conversion, buried winners, and visibility waste — products occupying expensive above-the-fold slots without earning the traffic.

The problem You can see the grid, but not the revenue it wastes.
The outcome Know what to move, and why.
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If you cannot measure the sort, you are decorating

Collection apps love to promise “data-driven merchandising.” Few show you whether the current order is costing money. SortWise ships collection analytics on every plan, including free: how the collection performs, which products earn the click, and which ones occupy the fold without paying rent.

CTR, conversion, and the products you are burying

Track collection-level click-through and conversion so a strategy change is visible. Insights flag buried winners — products converting from row four that belong in row one — and trending items that deserve a temporary boost before the lookback window catches up.

Use a custom sales lookback (7, 14, 30 days) when all-time bestsellers are lying to you. Last season’s hero should not own December because it owned June.

Find the next fix across the store

Global Analytics turns collection reports into a store-wide merchandising queue. See sales velocity, hidden gems, and prime real-estate underperformers alongside the collections doing well and the ones that need a strategy review.

The Performance view compares collections managed by SortWise with collections that are not sorted. That gives you a clearer baseline for the work: which collections are improving, which products deserve visibility, and where the next decision is most likely to matter.

From dashboard to next move

Read the collection. Then give the grid a job.

A useful collection report does more than show a number. It should tell the team what deserves attention, why it matters, and which merchandising control to use next.

SortWise collection analytics dashboard showing collection performance metrics
01
Surface a buried winner

A product converting from a low-visibility position may deserve a stronger rank or a temporary boost.

Adjust the ranking →
02
Remove visibility waste

A sold-out or weak product in a valuable slot is a clear reason to push it down, hide it, or replace the pin.

Keep the grid shoppable →
03
Validate the change

When two commercial choices are plausible, test the strategies on live traffic instead of debating the order.

Run a strategy test →

Visibility waste

Visibility waste is the SortWise-specific metric most roundups skip. It is the products sitting in expensive above-the-fold slots without earning the traffic — a sold-out bestseller, a low-margin filler, a pin nobody clicked. If position 3 is a dead end, you are paying for a billboard that sells nothing.

That is the 24-hour audit: bury out-of-stock items, pin your highest-margin movers, and look at visibility waste on your top three collections. Then A/B test the fix instead of hoping.

Analytics without a session meter

Collection insights are not locked behind a Premium plan or a monthly session cap. You can see whether merchandising is working before you pay for metafields and tests. When you are ready to change the strategy, sort on margin and recent revenue with the same numbers the dashboard is already showing you.

Built into the merchandising loop

Use the signal. Keep the control. Learn from the result.

Every SortWise feature connects the data your store already has to a decision your team can understand, adjust, and repeat.

Read the signal

Buried winners, visibility waste, CTR, conversion, and collection trends.

Keep the control

Turn the insight into a ranking, pin, grouping, or test.

Review the result

Less debate about what to move next.

Get Started Today!

SortWise Collection Sort is a Shopify app that uses rule-based sorting, AI-driven insights, and hourly updates to consistently surface relevant, high-performing products while freeing up hours of manual work.