SaaS product analytics

Customer-facing SaaS product analytics

Your customers want to know who adopts features, where usage drops, and what drives expansion. QueryPanel embeds a Notion-like analytics workspace so each tenant explores their own product data with AI.

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Product preview

Desktop and mobile inside your app

Mocked browser and phone frames show how QueryPanel looks embedded—AI answers and charts scoped to each customer tenant.

app.northstar.saas/analytics
AnalyticsQueryPanel embedded

WAU

1,842

+9%

Activation

61%

+4pts

Feature adopt

3.2

+0.4

Weekly active seats

AI assistant

“Which features drove activation for seats added this month?”

Workflows and API keys correlated with 2.3× higher activation. Seats that skipped onboarding tours churned 18% faster.

Usage snapshot

Ask about adoption anywhere

WAU

1,842

Activation

61%

Weekly active seats

Ask

Which features drove activation for seats added this month?

Workflows and API keys correlated with 2.3× higher activation. Seats that skipped onboarding tours churned 18% faster.

Best fit

B2B SaaS products that want analytics as a retention and upsell surface.

Primary promise

Customers customize dashboards with AI in a Notion-like experience.

Avoid

Pointing customers at a generic internal BI tool with shared workspaces.

Short answer

Product analytics your customers can own

Customer-facing SaaS product analytics means embedding usage, adoption, and retention boards inside your product. QueryPanel’s primary offering is a headful React SDK with AI-assisted tenant customization—so each customer’s admins rearrange and extend dashboards without seeing database internals.

  • Ship opinionated defaults for activation and feature adoption.
  • Let power users ask follow-up questions in natural language.
  • Keep every query scoped to the authenticated workspace tenant.

Why teams buy

Analytics as a product surface, not a side project

Building charting, tenancy, and AI SQL from scratch pulls eng away from your core roadmap. QueryPanel is the infrastructure layer so product teams ship insights without standing up a second BI org.

Related guides

Embedded analytics for SaaS

Category definition and architecture basics.

Postgres + React

Common stack for SaaS product analytics.

Buyer guide

Compare embedded analytics providers.

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FAQ

What is customer-facing SaaS product analytics?

It is usage and adoption reporting embedded in your B2B product so each customer explores their own workspace metrics, not your company-wide internal BI.

How is this different from Amplitude or Mixpanel?

Product analytics tools often optimize for your internal growth team. QueryPanel optimizes for embedding tenant-safe analytics as a customer-facing feature inside your SaaS.

Can customers customize their boards?

Yes. The headful React SDK provides a Notion-like dashboard management experience with AI-assisted chart creation per tenant.