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local integration

Grade.us reporting & dashboards

Turn profile-level review volume and rating analytics from Grade.us into 2 governed metrics for dashboards, agent answers, and cross-channel reporting.

What you can do with Grade.us in Maven

Maven models Grade.us into 2 governed metrics from the semantic layer. Track Review Count and Total Review Score, break results down by Sentiment and Verified buyer, and report Grade.us alongside Google Analytics 4, Google Ads and Shopify without rebuilding exports or metric logic for every report.

What you can measure

2 Grade.us metrics you can use consistently

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

Review Count

Reviews represented by the row; individual-review sources contribute one, while aggregate sources contribute their source count.

Total Review Score

Additive rating score; divide by review_count for average rating when the source provides rating aggregates.

How it works

Connect Grade.us, 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 Grade.us

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 Grade.us 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 Grade.us

Profile-level review aggregate observations

Works well with

Report Grade.us alongside the rest of your stack

FAQ

Grade.us reporting questions

What Grade.us metrics can I report on in Maven?

Maven exposes 2 governed Grade.us metrics, including Review Count and Total Review Score — each defined once so it means the same thing in every report.

What can I break Grade.us performance down by?

You can break Grade.us metrics down by Sentiment and Verified buyer.

Can I combine Grade.us with other data sources?

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

What Grade.us data does Maven sync?

Maven syncs profile-level review aggregate observations from Grade.us.

How often does Grade.us data sync to Maven?

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

Is my Grade.us 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 see the first report your team can trust?

Bring one report where the numbers do not match. We'll map the sources, identify what can be trusted now, and show the first Maven workflow.

We'll map your first trusted reporting workflow

You'll see what Maven handles now: sources, definitions, refreshes, and outputs

No pitch deck. No pressure. 20 minutes.

Map Your First Workflow