Query.AI Query vs Zscaler Threat Hunting: Side-by-Side Comparison (2026)

Query.AI Query: Federated search platform for querying distributed security data in place. built by Query.AI. Core capabilities include Federated search across distributed data sources without data duplication or movement, In-flight data normalization, enrichment, correlation, and deduplication, Pre-built static and dynamic API connectors to security and business data sources..

Zscaler Threat Hunting: Managed threat hunting service with 24/7 expert hunters and AI-powered analysis. built by Zscaler. Core capabilities include 24/7 expert-led threat hunting, Analysis of 400+ billion daily transactions from secure web gateway, AI-powered threat detection with custom machine learning models..

Both serve the Threat Hunting market but differ in approach, feature depth, and target audience.

Query.AI Query differentiates with Federated search across distributed data sources without data duplication or movement, In-flight data normalization, enrichment, correlation, and deduplication, Pre-built static and dynamic API connectors to security and business data sources. Zscaler Threat Hunting differentiates with 24/7 expert-led threat hunting, Analysis of 400+ billion daily transactions from secure web gateway, AI-powered threat detection with custom machine learning models.

Query.AI Query is developed by Query.AI. Zscaler Threat Hunting is developed by Zscaler. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Query.AI Query and Zscaler Threat Hunting serve similar Threat Hunting use cases: both are Threat Hunting tools. Review the feature comparison above to determine which fits your requirements.