Connect Loop Returns
Authorize or configure Maven from the Data Sources screen, then pick the account and workspace to sync.
Ecommerce integration
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
Maven keeps Loop Returns numbers consistent across dashboards, reports, and answers so the team is not debating which spreadsheet is right.
Returns at return grain across connected returns platforms
Total value of returned items.
Amount refunded for the return.
Value of items exchanged rather than refunded.
Store credit issued for the return.
How it works
No SQL, no warehouse setup, no data engineer. Connect the source, then Maven models the fields needed for the first trusted workflow.
Authorize or configure Maven from the Data Sources screen, then pick the account and workspace to sync.
Maven pulls your Loop Returns data (1 objects) and models it into governed, conformed tables, no SQL, warehouse, or pipeline setup required.
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
Works well with
FAQ
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.
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.
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.
Maven syncs returns from Loop Returns.
Maven keeps Loop Returns data on scheduled refreshes after the source is connected, with sync status visible in the workspace before reports are shared.
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.
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.

