Explore with AI
ChatGPTClaudeGeminiPerplexity

Loop Returns Analytics / Multiple Accounts

Loop Returns logo
Account 1
Loop Returns logo
Account 2
Loop Returns logo
Account 3
Unified in Definite

Unified Loop Returns Analytics Across All Your Accounts

Stop exporting per-account reports and stitching them together. Connect every Loop Returns account to Definite and get cross-account analytics, consistent metrics, and AI-powered insights — all in one place.

When Multiple Loop Returns Accounts Create One Big Reporting Problem.

Every account is an island. Stitching them together manually means hours of work before a single number is trustworthy.

Manual exports per account

Downloading per-account reports from Loop Returns and stitching them together in spreadsheets doesn't scale. One naming change and the whole thing breaks.

No unified cross-account view

Comparing performance across Loop Returns accounts means toggling between tabs, reconciling date ranges, and hoping the numbers are consistent.

Names and structures don't align

Your internal account names never match what Loop Returns calls them. Every cross-account analysis requires manual cleanup before anyone can trust the numbers.

Definite is a single source of truth.
Unlike per-account tools or stitched-together dashboards, Definite brings all your Loop Returns accounts into one system with built-in storage, a governed semantic layer, and an AI analyst — zero admin required.
All accounts, one connection
Connect every Loop Returns account once. Data from all accounts syncs into a single system — no repeated setup, no per-account credentials to manage.
Consistent metrics across accounts
Define your KPIs once in a governed semantic layer. Every report, dashboard, and AI query uses the same numbers — no more conflicting metrics between accounts.
Cross-account queries in seconds
Ask "which account has the highest conversion rate this month?" and get a chart instantly. Definite handles the joins, aggregations, and formatting automatically.

All your Loop Returns data lands in a managed lakehouse. No data warehouse to set up, no pipelines to maintain.

Everything Loop Returns tracks, synced automatically.

Definite syncs 6 data objects from Loop Returns — across every connected account — into one queryable system.

Return
Return Line Item
Exchange
Return Shipment/Label
Product
Customer
An AI Agent that Answers and Builds
You can ask "Show churn by cohort and channel last quarter." and Fi, our AI assistant translates to optimized semantic‑layer queries, returns a chart, and explains it in plain English. Want tweaks? Just ask, and Fi redraws your existing visual.
Knows your governed models, so no rogue metrics
Suggests follow-up slices, anomalies, and segments
Exports the generated SQL for auditing or reuse
Dashboards That Show Every Account at Once.
A browser canvas lets anyone assemble insights with 20+ interactive chart types—maps, funnels, cohorts, you name it. Power users can drop to SQL or API; everyone else clicks & drags.
Real-time filtering and drill‑down
Alerting & scheduled PDF/CSV emails
Dashboards are Git‑backed, so you can PR changes like code

Loop Returns is just one piece. See your whole stack.

Multiple Loop Returns accounts usually means fragmentation everywhere — CRM, billing, support, finance. Enter your domain and see everything else in your stack we can unify alongside Loop Returns.

https://

Takes 30 seconds. No signup required.

Have questions?

Find answers.

Definite has everything you need to deploy analytics within your company.

Make every decision Definite.

Definite turns scattered data into reliable answers with an AI-powered stack that's simple, fast and ready to go – no engineering required.

We'll connect your data and have you exploring insights in under 30 minutes.