Analytics dashboards

Supercycle’s analytics dashboards turn your cycles, items, and charges into reports Shopify can’t produce: fleet utilization, yield, lifecycle ROI, return rates, and recurring billing health. Open them from Analytics.

How the dashboards are organized

Analytics is split into dashboards, each grouping related stat tiles and charts. Use the section switcher at the top of the page to move between them.

Dashboard	What it covers
Overview	The headline numbers: cycles created, fulfilled, and received, average lead time, fulfillment and receival times, circular revenue, active cycles, and the most rented products.
Calendar	Cycle throughput for the calendar method: created, fulfilled, received, lead times, and method breakdowns.
Subscriptions	Subscription cycle activity and recurring billing health: subscriptions over time and by status, paused count, average lifetime, failed charges, and new against churned.
Memberships	Membership cycle activity, memberships over time and by status, and the tier distribution.
Resale	Resale activity and resale revenue.
Revenue	Circular revenue, revenue growth, total orders, revenue by location and method, and top products by revenue.
Charges	Outstanding balance and count, recovered charges, total paid, customers with an outstanding balance, and collection rate trends.
Items	Fleet utilization, average completed cycles, average lifetime revenue and ROI, inventory position and value, and age of stock.
Products	Top products and variants, plus per-product rollups grouped by a dimension you choose, such as brand or category.
Customers	Circular acquisition and conversion rates, average and median lifetime value, acquisition over time, and customers by location.

Work with a dashboard

Set the date range

Every dashboard is scoped by a date range. Choose a preset, such as Last 30 days, or set a custom range. The tiles and charts follow the window you pick.

Drill into a report

Select a card to open the full report, where the metric is broken out into a ranked table or a more detailed chart. Item utilization, for example, drills into a ranking per item.

Export to CSV

Select Export on a chart or report to download the data behind it, so you can pivot it in a spreadsheet or send it on.

Ask AI about a number (optional)

Select Ask AI when a number needs more context than a chart gives. Open Sidekick launches Shopify Sidekick with a starter prompt about the dashboard you’re on, and the same modal shows your Operators MCP URL for an external AI tool.

Inline performance cards

You don’t have to leave a record to see how it’s performing. Item, product, and customer pages each carry a Performance card with that record’s key metrics, so the numbers sit next to the record they describe: utilization and lifecycle economics for an item or product, lifetime value and activity for a customer.

Circular metrics

Most dashboards mix familiar commerce numbers with metrics that only matter when the same item goes out many times.

Metric	Meaning
Utilization	The share of an item’s available time that it spent out on a cycle, measured from the item’s published date, or its creation date, to the end of the range. Canceled cycles are excluded. Fleet utilization is the availability-weighted average across items.
Yield	The average number of completed cycles an item has been through, which is how much work you’ve got out of the asset.
Lifetime revenue	Total charge revenue across every cycle for an item, averaged per item at the fleet level.
Lifecycle ROI	Lifetime revenue minus the item’s acquisition cost. Only items with a recorded cost count toward the average, and items without one show a dash rather than a faked margin.
Rent-to-buy	How often rentals convert into a purchase.
Lead time	The gap between a cycle being created and fulfilled.
Circular acquisition rate	The share of customers whose first order was a rental, subscription, membership, or resale order rather than a retail one.
Circular conversion rate	The share of customers who started with retail and went on to place a circular order, or the other way round.

Utilization, yield, and ROI depend on each item having an accurate acquisition cost and published date. Record costs on the item’s Finance card, and set a published date on items that became rentable later than they were created.

Shopify Analytics

Report on circular revenue, orders, and customers alongside retail.

Operators MCP

Ask your AI assistant one-off questions about your live data.

Overview

Setup

Methods

Manage

Sales channels

Configuration

Analytics dashboards

How the dashboards are organized

Work with a dashboard

Inline performance cards

Circular metrics

Shopify Analytics

Operators MCP

​How the dashboards are organized

​Work with a dashboard

​Inline performance cards

​Circular metrics

​Related documentation

Shopify Analytics

Operators MCP

How the dashboards are organized

Work with a dashboard

Inline performance cards

Circular metrics

Related documentation