ClickHouse Data Integration — Fast Analytics Bridge
Extract real-time queries, performance data, and analytics from ClickHouse. Connect high-speed database insights to Cumul.io or Tableau.
Top performer: Brand campaigns at 8.1x ROAS.
High-speed marketing data integration for ClickHouse
Improvado extracts marketing data from 500+ platforms and loads it into ClickHouse using optimized bulk insert operations. The platform leverages ClickHouse's columnar architecture for maximum ingestion speed and query performance. Data refreshes complete in minutes rather than hours, even for large datasets with millions of marketing events. Native ClickHouse data types and compression optimize storage and query execution.
From connection to autonomous action in three steps
Connect
Authenticate ClickHouse via OAuth in under 5 minutes. Improvado normalizes your data across 1,000+ sources automatically.
Ask
Your AI agent queries ClickHouse performance in natural language. Trends, anomalies, cross-channel comparisons — one conversation.
Act
The agent pauses underperformers, adjusts settings, generates executive reports, and monitors anomalies — every action logged.
Import your data into your ClickHouse data warehouse
ClickHouse is a fast and open-source column-orientated database management system. It allows companies to generate analytical data reports in real-time using SQL queries.
It uses all the available hardware to its full potential to process every query as fast as possible. Its peak processing performance stands at more than 2 TB per second, making it 100 to 1000 times faster than comparable column-oriented database management systems.
Some of the benefits of using this Connector include:
- It’s extremely fast.
- It's highly configurable and easy to use.
- Its highly reliable.
- It features various integrations that allow to companies to use many popular business intelligence and analytics tools to analyze their data.
- It has many enterprise-grade security features and failsafe mechanisms that protect the data against human errors.
Normalized data optimized for ClickHouse analytics
Improvado's Marketing Common Data Model (MCDM) structures marketing data specifically for ClickHouse's analytical strengths. Campaign metrics from different platforms use consistent schemas optimized for aggregation queries. The normalization process creates ClickHouse tables with proper sorting keys and partitioning for sub-second query response times. Marketing teams can analyze billions of events across platforms without performance degradation.
What teams ask their AI agent about ClickHouse
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Analyze real-time campaign performance across all channels with sub-second ClickHouse queries
Your AI agent analyzes ClickHouse data and delivers actionable insights — automatically, in seconds.
Process billions of marketing events for attribution modeling in ClickHouse analytical engine
Your AI agent analyzes ClickHouse data and delivers actionable insights — automatically, in seconds.
Generate hourly marketing reports from ClickHouse with automatic data refresh and aggregation
Your AI agent analyzes ClickHouse data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read ClickHouse — it acts on it
Read
Pull metrics, dimensions, and trends from ClickHouse — across every account and campaign. Your AI handles the query.
Write
Launch campaigns, pause underperformers, adjust settings. Every action logged and governed.
Monitor
Anomaly alerts, budget pacing watches, weekly auto-reports. Problems caught before they burn budget.
Query, write, and monitor ClickHouse through Claude, ChatGPT, Cursor, or any MCP client. Every action is logged and governed.
| Campaign | Spend | ROAS |
|---|---|---|
| Brand — Exact | $4,200 | 8.1x |
| Non-Brand | $12,800 | 4.7x |
| Retargeting — 30d | $3,100 | 4.2x |
| Competitor | $8,400 | 3.1x |
| DSA — Blog | $2,600 | 2.8x |
Send ClickHouse data anywhere
Load normalized data to your preferred warehouse, BI tool, or cloud storage.
They extract data. Improvado deploys an agent.
Traditional tools move data from A to B. Improvado gives you an AI agent that reads, acts, and monitors — with ClickHouse as one of 1,000+ integrated sources.
| Feature | Improvado | Supermetrics | Funnel.io | Fivetran |
|---|---|---|---|---|
| Data fields extracted | 200+ | ~90 | ~120 | ~80 |
| Total integrations | 1,000+ | ~150 | ~500 | ~300 |
| Cross-channel normalization (CDM) | ✓ Built-in | ✗ Manual | ● Basic mapping | ✗ Raw only |
| AI Agent access (MCP) | ✓ Read, Write, Monitor | ✗ | ✗ | ✗ |
| Data warehouse destinations | ✓ 16+ warehouses & BI tools | Sheets, Looker, BigQuery | BigQuery, Snowflake, Redshift | ✓ Broad warehouse support |
| Refresh frequency | Every 15 min | Scheduled triggers | Daily / 6hr | Every 15 min (premium) |
| SOC 2 Type II & HIPAA | ✓ | ✗ SOC 2 only | ✓ SOC 2 | ✓ |
| Best for | Teams that want an AI agent, not a pipeline | Small teams, spreadsheets | Mid-market, data teams | Engineering-led ELT pipelines |
Comparison based on publicly available documentation as of April 2026. Feature availability may vary by plan tier.
Frequently asked questions
Put an AI agent on your ClickHouse today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.