Introducing the Lookout Agent—a specialized AI assistant within Agent0 that helps you monitor, analyze, and troubleshoot your website's frontend performance, web vitals, and user experience through natural language conversations.
Modern web applications generate massive amounts of telemetry data. JavaScript errors, slow page loads, poor Core Web Vitals, session abandonment—the data is there, but making sense of it quickly enough to take action? That's the challenge.
That's why we built the Lookout Agent—a specialized AI assistant that understands web analytics and frontend performance. Instead of writing complex queries or clicking through endless dashboards, you can simply ask questions in plain English and get intelligent, actionable answers.
Here's what makes the Lookout Agent different—and why it matters for your team.
Ask questions, get answers
The Lookout Agent speaks your language. No need to learn PromQL syntax or remember metric names. Just ask:
- "What are the top JavaScript errors on my site today?"
- "Which pages have the worst Largest Contentful Paint scores?"
- "Show me sessions that abandoned the checkout flow"
The Lookout Agent understands context, follows up on previous questions, and can drill deeper into any issue you're investigating.
Built for web analytics
Unlike general-purpose AI assistants, the Lookout Agent is specifically trained on web performance concepts. It understands:
- Core Web Vitals: CLS, INP, LCP—and why they matter for user experience and SEO
- Frontend performance patterns: Common bottlenecks and optimization strategies
- User behavior analytics: Bounce rates, session duration, navigation flows
- Error correlation: How frontend errors relate to backend issues
This specialized knowledge means more insightful answers and better recommendations.
Deep integration with Dash0 data
The Lookout Agent has direct access to all your web telemetry through Dash0's data platform:
- Web Events: Page views, clicks, JavaScript errors, custom events
- Web Vitals Metrics: Real measurements from actual user sessions
- Session Data: Complete user journey reconstruction
- Request Performance: Frontend HTTP request latency and failures
- Cross-signal correlation: Connects frontend events with backend traces
When you ask a question, the Lookout Agent queries your actual data and provides real insights—not generic advice.
Investigate issues faster
When something goes wrong with your website, every minute counts. The Lookout Agent helps you move from alert to root cause faster:
- Error Spikes: "What are the top errors on example.com in the last hour?" → Get immediate breakdown of error types, affected pages, and user impact.
- Performance Degradation: "Which pages have poor LCP scores today?" → See specific pages, metrics, and correlations with slow backend requests.
- User Experience Issues: "Show me sessions with high bounce rates on mobile" → Identify patterns and common factors across problematic sessions.
- Deployment Verification: "Did web vitals change after our 2pm deployment?" → Compare before/after metrics to catch regressions early.
Correlate frontend and backend
One of the Lookout Agent's most powerful capabilities is connecting the dots between what users experience and what's happening in your backend:
- Link slow API calls to poor frontend performance
- Correlate backend errors with user impact
- Trace issues from user action through your entire system
- Understand how infrastructure problems affect user experience
Context-aware conversations
The Lookout Agent maintains conversation context, so you can ask follow-up questions naturally:
123456789You: "What are the top errors today?"Lookout: "I see 5 main errors. The most common is TypeError at checkout.js:142affecting 47 sessions."You: "Show me those sessions"Lookout: [Displays detailed session data with error context]You: "What were users doing before the error?"Lookout: [Analyzes user actions leading up to errors]
No need to repeat context or rewrite queries—just have a natural conversation about your data.
Real-world use cases
E-commerce Platform: Checkout Flow Optimization
An e-commerce team noticed declining conversion rates. They asked the Lookout Agent: "Show me sessions that reached checkout but didn't complete the purchase." The Lookout Agent identified that 80% of abandoned sessions had poor INP scores on the payment form, correlating with a slow third-party payment validation API. Armed with this insight, the team optimized the API integration and recovered their conversion rate.
SaaS Application: Performance Regression Detection
After a Friday deployment, a SaaS team asked: "Did our LCP scores change after 5pm today?" The Lookout Agent immediately surfaced a 40% degradation in LCP on the dashboard page, correlating with increased image sizes in the new release. The team rolled back the change before the weekend traffic spike.
Media Website: SEO Impact Analysis
A content team struggling with search rankings asked: "Which pages have poor Core Web Vitals?" The Lookout Agent identified that article pages with embedded video had CLS scores above 0.25 due to layout shifts during video load. This insight led to layout optimizations that improved both user experience and search rankings.
Get started in minutes
The Lookout Agent is available now as part of Agent0 in the Dash0 platform. No additional setup required—if you're collecting web events and web vitals with Dash0, the Lookout Agent can already analyze your data.
Just open Agent0 and start asking questions about your website's performance, user behavior, or web events. Agent0 will automatically engage the Lookout Agent for web-related queries.
Monitoring that thinks like you do
Web performance monitoring shouldn't require a PhD in metrics. With the Lookout Agent, you get an AI assistant that understands web analytics, speaks your language, and helps you move from question to insight in seconds—not hours.
Ready to see what the Lookout Agent can find in your data?
