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BigQuery Warehouse

Your Search Data in BigQuery

A fully-managed BigQuery dataset that unifies SERP rankings, LLM visibility, log analytics, and Google Search Console data. Query with standard SQL - no ETL pipelines to maintain.

Automated
Daily sync
Standard
SQL access
Managed
Schema & pipeline
All
DemandSphere data

app.demandsphere.com – BigQuery Warehouse
DATA WAREHOUSE — TABLE OVERVIEW
Tables
Schemas
Usage
TOTAL ROWS
847M+12.4M/day
TABLES
24
STORAGE
2.4TB+180GB/mo
QUERY COST/MO
$142-$18
WAREHOUSE TABLES
TABLE NAME
ROWS
UPDATED
SIZE
serp_daily
420M
2h ago
1.2TB
llm_mentions
84M
4h ago
240GB
gsc_performance
180M
6h ago
480GB
crawl_logs
92M
1h ago
320GB
citations
28M
4h ago
86GB
serp_features
34M
2h ago
94GB
keyword_groups
1.2M
12h ago
4GB
Your data in BigQuery

Managed schemas. Full SQL access.

SERP rankings, AI citations, log data, and search console metrics all flow into structured BigQuery tables you own and control.

DemandSphere BigQuery schema - SERP data warehouse with managed tables

Capabilities

Enterprise Data Warehouse

Direct BigQuery access to all your search intelligence data with managed schemas and automated pipelines.

Automated Data Pipeline

All DemandSphere data flows into your BigQuery dataset automatically. SERP rankings, LLM visibility, log analytics, and GSC data - synced daily with no manual ETL work.

Standard SQL Access

Query your search data with standard BigQuery SQL. Join with your existing datasets, build custom aggregations, and run analysis at any scale. No proprietary query language.

Managed Schemas

Pre-built, documented schemas optimized for search analytics. We handle schema migrations as new data types are added - your queries keep working as the platform evolves.

GSC Bulk Export Integration

Combine Google Search Console click and impression data with DemandSphere rankings in a single queryable dataset. Historical GSC data preserved beyond the native 16-month window.

BI Tool Connectivity

Connect Looker Studio, Tableau, Power BI, or any tool that speaks SQL directly to your search data. Sub-second query performance enables real-time dashboards.

Enterprise Security

enterprise-grade security. Your data stays in your BigQuery project with IAM-controlled access. No data leaves your security perimeter.


Why Teams Choose DemandSphere

At DemandSphere, we pride ourselves on responding quickly to changes in the SEO landscape and solving the challenges that our customers face. BigQuery integration gives data teams direct access to search intelligence without API bottlenecks or rate limits.

The engineering team has built a data pipeline that handles petabytes of SERP data with sub-second query performance. Whether you're building executive dashboards in Looker Studio or running custom analysis in Jupyter notebooks, the data is there - clean, documented, and ready to query.

Get started

See it with your own data.

30-minute demo. We'll run it on your domain - no prep required.

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