Loop Returns logo

Ecommerce integration

Loop Returns reporting & returns

Turn return and exchange analytics for e-commerce into 5 governed metrics for dashboards, agent answers, and cross-channel reporting.

What you can do with Loop Returns in Maven

Maven models Loop Returns into 5 governed metrics from the semantic layer. Track Return Count, Returned Value, Return Refund Amount, Return Exchange Value and Return Store Credit, break results down by Status, Reason, Attribution Status and Attribution Match Method, and report Loop Returns alongside Facebook Ads, Google Ads and Klaviyo without rebuilding exports or metric logic for every report.

What you can measure

5 Loop Returns metrics you can use consistently

Maven keeps Loop Returns numbers consistent across dashboards, reports, and answers so the team is not debating which spreadsheet is right.

Return Count

Returns at return grain across connected returns platforms

Returned Value

Total value of returned items.

Return Refund Amount

Amount refunded for the return.

Return Exchange Value

Value of items exchanged rather than refunded.

Return Store Credit

Store credit issued for the return.

How it works

Connect Loop Returns, then map the first workflow

No SQL, no warehouse setup, no data engineer. Connect the source, then Maven models the fields needed for the first trusted workflow.

Step 1

Connect Loop Returns

Authorize or configure Maven from the Data Sources screen, then pick the account and workspace to sync.

Step 2

Maven syncs and models the data

Maven pulls your Loop Returns data (1 objects) and models it into governed, conformed tables, no SQL, warehouse, or pipeline setup required.

Step 3

Report, ask, and automate

Ask questions in natural language with the Maven agent, drop the metrics into dashboards, set alerts on what matters, and schedule deliveries to your team.

What Maven syncs from Loop Returns

Returns

Works well with

Report Loop Returns alongside the rest of your stack

FAQ

Loop Returns reporting questions

What Loop Returns metrics can I report on in Maven?

Maven exposes 5 governed Loop Returns metrics, including Return Count, Returned Value, Return Refund Amount, Return Exchange Value and Return Store Credit, each defined once so it means the same thing in every report.

What can I break Loop Returns performance down by?

You can break Loop Returns metrics down by Status, Reason, Attribution Status, Attribution Match Method, Attribution Conversion Source, Attribution Outcome Event Name, Attribution Touchpoint Count and Attribution Is Fallback Touch, and more.

Can I combine Loop Returns with other data sources?

Yes. Loop Returns reports alongside sources like Facebook Ads, Google Ads, Klaviyo, Google Analytics 4 and HubSpot. Maven models every source into one governed layer, so you can blend them in a single dashboard, report, or question.

What Loop Returns data does Maven sync?

Maven syncs returns from Loop Returns.

How often does Loop Returns data sync to Maven?

Maven keeps Loop Returns data on scheduled refreshes after the source is connected, with sync status visible in the workspace before reports are shared.

Is my Loop Returns data secure with Maven?

Yes. Maven encrypts integration credentials and tokens, scopes access to the workspace, and uses the connection only to sync the reporting data needed for governed analytics.

Ready to make client reporting easier to run, and easier to defend?

Bring one recurring report, disputed metric, or client workflow. We'll show where the time goes, what can be trusted now, and how Maven would improve it.

We'll review the workflow behind one client report

You'll see what Maven can own across data, QA, and delivery

No pitch deck. No pressure. 20 minutes.

Book a Reporting Review