Collections Analytics gives you a dedicated reporting section under Analytics in your Searchanise Search&Filter admin. Each report answers one specific question:

Views, product clicks, conversion rate, and revenue for every collection. The collection that gets the most views isn't always the one that drives the most revenue — and now you can see the difference at a glance.

If you've added 12 filters to your "Men's Footwear" collection and only three are being used, you're cluttering the experience. The Filters report shows you which ones earn their place.

Not just "shoppers use the Color filter" — but "shoppers in this collection are selecting Black and Navy three times as often as anything else." Actionable inventory and merchandising data.

The Combinations report shows what your most decisive shoppers do — narrowing down with two or three filters before clicking buy. "Size: Medium + Material: Cotton + Color: White" isn't a filter pattern; it's a customer profile worth building a campaign around.

One smart detail: all four reports respect whatever filter logic you've configured for each collection. If you've reordered filters or hidden specific values, the analytics reflect what shoppers actually saw — not the raw catalog underneath.

Collections Analytics is the third major analytics release in six months, and it's designed to slot into a fuller picture.

Search Query Analytics (March 2026) tells you what shoppers are looking for and which queries close the sale.
Product Performance Analytics (March 2026) tells you which products perform best in search.
Collections Analytics (May 2026) closes the loop by showing you what happens when shoppers browse rather than search.

Together, the three give you a full-funnel read on product discovery: search → browse → purchase. See our full Analytics on Shopify wiki.

"Which collections am I featuring on the homepage that aren't converting?" produces useful answers. Browsing the data without a question produces the feeling of insight without the insight itself.

A small, well-merchandised collection at 4% conversion is doing more work than a sprawling one at 1%.

Reordering filters, hiding values, adding a collection — all of these move the numbers. A reading before and two weeks after each change tells you which kinds of changes actually move conversion.

If you're already using Searchanise Search&Filter, Collections Analytics is live in your admin now — open Analytics → Collections to see your first reports. The only prerequisite is having Filters on Collections enabled. Data populates from the moment the feature switches on — so the sooner you turn it on, the sooner you have a baseline.

Evaluating Searchanise? This is the kind of view you can't get from Shopify's native reporting alone — and it's available on every plan, including Free. Install the app and turn on Filters on Collections to see the reports running on your own catalog within minutes.