Analytics / Improvement

Analytics insights significantly expanded
"Spot trends without digging through reports" — now built in

For stores averaging 10+ orders per week, automatic data summaries now appear directly in the Home feed. "Sessions" and "Fulfillment" have been added as new analysis areas, bringing 80+ additional data combinations to monitor.

On this page
  1. What's actually changing (in 30 seconds)
  2. How it works: how insights reach the Home feed
  3. Two newly trackable areas
  4. Before vs. now
  5. Eligibility
  6. Where to find it
  7. 5 key points for engineers
  8. 3 practical use cases
  9. A one-line summary for your pitch

1What's actually changing

Until now, noticing changes or trends meant opening and interpreting various reports yourself.
With this update,Shopify automatically summarizes your data and surfaces detected trends as cards in the Home feed. On top of that, the analysis now covers Sessions and Fulfillment .

Before: dig it out yourself

To grasp a trend, you had to open each report and compare and interpret the numbers yourself.

Now: summarized automatically

When a trend is detected, a data summary card appears automatically in the Home feed.

+80

Expanded analysis scope

Sessions and Fulfillment added — 80+ more data combinations to monitor.

2How it works: how insights reach the Home feed

Store data Orders / Sales Sessions Fulfillment Accumulated daily Automatic analysis 80+ combinations Continuous monitoring Explore changes and patterns A trend? Passes through only when detected Home feed Notifies you via an insight card
The key point is that it's not that a card "always shows up," but that "a card appears only when a trend is detected" . It's a system that proactively alerts you the moment a noteworthy change occurs, so you don't have to open and comb through reports every day.

3Two new areas you can now track

Session Trends

Monitors changes in visitor count, add-to-cart, and conversion rate. Highlights patterns across the following dimensions.

  • Region (geographic location)
  • Referral source (referrer)
  • Device type (device type)
  • Landing page (landing page)

Fulfillment Efficiency

Automatically pinpoints changes in shipping speed and order volume. Lets you break down performance across the following dimensions.

  • Shipping carrier (shipping carrier)
  • Region (geographic location)
  • Sales channel (sales channel)
The specific thresholds for each metric (how large a change counts as a "trend") and the explicit list of supported countries and plans are not stated. Check your own store's Home feed for what actually appears.

4Before vs. after this update

ItemBeforeAfter this update
Discovering trends Manual Open the reports and interpret them yourself Automatic A summary card appears when a trend is detected
Analysis scope Centered on orders and sales Expanded Adds sessions and fulfillment
Monitored combinations The previous range 80+ more New data combinations for
Where it appears Each report screen Cards in the Home feed
Who it's for — Stores averaging 10 or more orders per week

5Eligibility requirements

10+ orders/week

10 or more orders per week on average

Stores that meet this threshold will start seeing automatic data summaries in the Home feed. How stores below the threshold are handled is not specified.

No extra setup required

The article mentions no special activation steps. As long as the conditions are met, a card appears automatically when a trend is detected. A configuration API is likewise not specified.

6Where to find it

1

Open Home in the admin

The Home feed shown right after you log in is where these insights appear.

2

Look for insight cards

When a trend is detected, a summary appears as a card in the feed.

3

Review the details and decide your next move

Summaries are broken down by dimensions such as region, carrier, and device, so you can quickly weigh your next action.

Cards appear "when a trend is detected." They don't show up every time, soswitching to a habit of regularly checking the Home feedreduces the chance of missing them.

75 points developers should know

1. A threshold-based "push" model

Rather than a "pull" model where you actively check a dashboard, this is a "push" model where cards surface on trend detection. Think of it as the alerting/anomaly-detection layer from BI shipped as standard.

2. Dimension breakdown is the crux

Sessions are broken down by region/referrer/device/landing page, and fulfillment by carrier/region/channel. In short, Shopify pinpoints "which axis best explains the change" for you.

80+

3. 80+ combinations under watch

It continuously monitors a large number of metric × dimension combinations. Assume it's running more comparisons behind the scenes than you could realistically keep up with using manual reports.

Covered Not covered

4. Eligibility is drawn by order volume

The requirement is an average of 10 or more orders per week. It may not appear for small stores or right after launch. Don't assume "not showing = a bug" on test environments or low-traffic stores.

API ?

5. API / external integration specs aren't covered in this article

This update is an announcement about the experience in the admin Home feed, and any mention of the Admin API, Webhooks, or data export methods is not specified. For automation needs such as forwarding insights to Slack, you'll need to separately investigate the Analytics/Reports APIs. It's safest to design on the assumption that you'll pull the underlying data itself via ShopifyQL or Analytics reports.

83 use cases you can put to work

USE CASE 1

Catch traffic-channel anomalies "the next day" and act faster

Problem
Even when CVR or visits drop for a specific referrer, device, or landing page, you don't notice until the weekly report, so your response lags.
Solution
Make it routine to check the session trend card in the Home feed every morning, so you immediately catch changes by referrer/device/landing page.
Impact
You react faster to anomalies like ad changes, site bugs, or declining referrers, reducing lost opportunities.
Technical notes
The card only appears when a trend is detected. Cross-check the detailed evidence against the session reports in GA4 / Shopify Analytics.
Shipping speed monitoring
USE CASE 2

Catch shipping delays by carrier/location early and protect your SLA

Problem
During peak season, even when shipping speed drops for a specific carrier or region, you often don't notice until complaints come in.
Solution
Use the fulfillment efficiency card to monitor changes in shipping speed and order volume by carrier/region/sales channel, and step in with your 3PL or operations at the first sign of trouble.
Impact
You can spot signs of delay before they affect customers, curbing shipping-related CS load and low-rating reviews.
Technical notes
The breakdown axes are carrier, region, and sales channel. Because it breaks down by sales channel, it also helps stores with different shipping operations across wholesale/POS/online tell them apart.
!
USE CASE 3

Automatically surface "insights" in reports for managed and supported stores

Problem
When supporting operations across multiple stores, it takes time to dig through reports every time and manually find "what changed."
Solution
Use each store's Home feed insight cards as a starting point, and transcribe the detected changes into the "highlights" of your monthly/weekly reports.
Impact
The initial analysis is automated, reducing report-creation effort while consistently delivering "a lead before you've dug it up."
Technical notes
It's limited to stores with an average of 10 or more orders per week, so build your operational flow assuming it won't appear for small clients.

9One-line summary for pitches

"For stores with an average of 10 or more orders per week,Shopify automatically monitors combinations of 80+ data types, including sessions and fulfillment.
and when it detects a trend, it notifies you with a summary card in the Home feed,so you can spot changes without digging through reports."