Integrate with ClickHouse

Bring ultra-fast analytics to customer feedback stored in ClickHouse: analyze themes, sentiment shifts, and friction points in seconds without any manual effort.

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Why integrate Clootrack with ClickHouse?

ClickHouse is purpose-built for real-time analytics at scale. However, when it comes to unstructured customer feedback, such as survey responses, reviews, and transcripts, traditional SQL queries are insufficient. Clootrack layers unsupervised, agentic AI on top of your ClickHouse data, bridging the missing link between raw customer feedback and real-time decision-making without adding manual processing overhead.

Use this integration to:

Decode themes and sentiment from open text fields.
Detect urgency signals and dissatisfaction drivers automatically.
Spot friction points buried in product, service, and CX logs.
Surface emerging trends before they escalate.

What Clootrack adds to your ClickHouse data

Capability

Value

Unsupervised theme detection

Auto-identify friction points, urgency signals, and key themes from stored records.

Urgency and churn signal detection

Spot at-risk cohorts early using language patterns, intensity, and feedback frequency.

Sentiment trend monitoring

Track evolving sentiment trends in real time across regions and segments.

Ad-hoc exploration with Genie

Analyze feedback instantly with Clootrack Genie, our multi-agent reasoning engine.

Insights with source traceability

Converts qualitative inputs into measurable drivers with traceability.

Cross-source feedback unification

Bring surveys, CRM notes, tickets, chats, and reviews into one semantic layer.

Applications across CX, product, and strategy

☑️ Bridge CX and operations

Enrich CSAT/NPS scores with context-rich feedback themes for faster actionability.

☑️ Add context to operational metrics

Merge qualitative insights from complaints and reviews into BI dashboards, and tie product defects or feature gaps to user impact.

☑️ Fuel better product releases

See what customers want (and what’s not working) from release feedback, feature requests, and usage logs.

☑️ Strengthen models with behavioral signals

Feed Clootrack findings into internal dashboards or ML models for better prioritization and prediction.

Measurable business impact

5x faster root-cause analysis with centralized structured and unstructured data.
7.5x faster actionable customer insights.
3x faster new product development.
Granular feedback theme identification with 98% accuracy.

1. Clootrack data manager