# Query Analytics for Elasticsearch & OpenSearch

Transform how you approach query performance optimization. Detect, analyze and resolve slow queries with holistic insights and pattern detection, eliminating guesswork and providing actionable insights.

## Three Powerful Capabilities

Pulse Query Analytics transforms how you approach query performance optimization with comprehensive insights that eliminate guesswork.

### 1. Query Pattern Recognition

- Automatically groups similar queries into "families" for trend analysis
- Identifies recurring performance bottlenecks across query types
- Correlates query patterns with latency spikes and resource consumption

### 2. Comprehensive Query Statistics & Breakdowns

- Detailed analytics on execution time, CPU usage, and data throughput
- Performance breakdowns by indices, users, and custom parameters
- Clear identification of your slowest indices and optimization opportunities

### 3. Holistic Cluster Correlation

- Connects query performance with broader system events
- Reveals whether issues stem from cache misuse, cluster sizing, or query inefficiency
- Provides complete root cause analysis beyond individual query traces

## Optimizing Search and Analytics For Leading Brands

## Stop Playing Guessing Games with Query Performance

Here's what typically happens when search gets slow:

- You check individual queries one by one (exhausting)
- You analyze logs that don't connect the dots (time-consuming)
- You make educated guesses about root causes (risky)

Meanwhile, performance issues impact customer experience and revenue.

Sound familiar?

## Real Impact for Platform Engineers

With Pulse you'll move from reactive firefighting to proactive optimization:

- ✅Detect performance issues before they escalate
- ✅Analyze query families to understand true patterns
- ✅Resolve root causes with confidence, not guesswork

No more endless dashboard staring. No more scattered log analysis. Just clear, actionable insights that help you optimize your clusters with confidence.

## How it works?

-  Broadcast query logs automatically to Pulse via our proprietary smart integration.
-  Alternatively, install Pulse's Query-Analytics proxy alongside your client or application.
-  Our integration intercepts all search requests, and forwards them safely to Pulse.
-  Pulse automatically obfuscates queries and correlates them to system metrics and events.
-  Use the UI to browse, filter, visualize, and optimize your queries in minutes.