Firestore to BigQuery for App Analytics

Stream Firestore data to BigQuery for mobile and web app analytics. Export your Firebase data to BigQuery automatically — no coding required.

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The Problem

Firestore is great for mobile and web apps, but querying analytics data from Firestore is limited and expensive. Composite indexes, collection group queries, and aggregation queries are restrictive. Your product and marketing teams need to analyze user behavior, retention, and engagement — but the data is locked in Firestore.

The Solution

NoSQLSync streams Firestore data to BigQuery in real time. Every document change — user profiles, events, purchases — appears in BigQuery within seconds. Your team builds dashboards in Looker Studio, runs funnel analysis, and computes retention cohorts — all from BigQuery using standard SQL.

Key Benefits

Real-time mobile app analytics

User events stream to BigQuery instantly. No more waiting for daily Firebase exports. See what users are doing right now.

Funnel and retention analysis

Use BigQuery SQL to compute conversion funnels, retention cohorts, and LTV. Firestore can't do this natively — BigQuery makes it trivial.

Combine with Firebase Analytics

Firebase Analytics data already exports to BigQuery. Combine it with your Firestore user data for complete user behavior analysis.

Looker Studio dashboards

Connect Looker Studio to your BigQuery dataset for beautiful, real-time dashboards that your whole team can access.

ML-powered insights

Use BigQuery ML to build churn prediction, recommendation engines, and anomaly detection on your Firestore data.

How to set it up

1
Connect Firestore to NoSQLSync
Provide your Firebase service account credentials. NoSQLSync listens to document changes across your selected collections.
2
Connect BigQuery
Provide your GCP project credentials. NoSQLSync creates a dataset and sets up BigQuery tables matching your Firestore document schemas.
3
Start streaming
Enable real-time sync. Watch Firestore documents flow into BigQuery. Build your first dashboard in minutes.

Frequently asked questions

How is this different from Firebase's native BigQuery export?

Firebase's native export exports entire collections daily, not in real time. It also exports all collections — you can't choose specific ones. NoSQLSync streams in real time and lets you select exactly which collections to export.

How are sub-collections handled?

Sub-collections can be exported as separate BigQuery tables (with a foreign key to the parent document) or flattened into the parent table as a JSON column. You choose per sub-collection.

Solve your migration challenge today

Free plan includes 3 migrations per month. No credit card required.

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