Step 4: Explore & Integrate
Visualize your data and integrate APIs with your applications
Explore & Integrate
Your APIs are live! Now explore your data through a conversational interface that uses your deployed query programs to answer questions with visualizations.
The Explore section provides a chatbot-like interface that understands your data and automatically creates charts and tables based on your questions.
Interactive Data Explorer
The Explore section lets you ask natural language questions about your data and see instant visualizations.
Access the Explore Interface
Open the Explore Interface
Start exploring your data:
- Look for the “Explore” section in the left sidebar
- Click the ”+” button next to “Explore”
- A chatbot-like interface opens with “Explore your data” prompt

Explore interface ready for natural language questions
Ask Your First Question
Let’s see your ROAS data visualized:
- Type in the chat interface: “What’s the ROAS for each campaign”
- Press Enter or click send
- The system uses your deployed query programs to fetch and visualize the data

Natural language query returns interactive visualizations
What you’ll see:
- Charts: Bar charts, line graphs, or pie charts based on your data
- Tables: Detailed tabular view of the results
- Interactive Elements: Click, hover, and filter capabilities
- Export Options: Download data or visualizations
Understanding the Visualizations
The Explorer automatically chooses the best visualization for your data:
Bar Charts
For comparing categories like campaigns, objectives, or ad groups
Line Charts
For trends over time like daily spend or CTR changes
Tables
For detailed data with multiple metrics per row
Pie Charts
For showing proportions like budget distribution
Each visualization is interactive:
- Click to filter or drill down
- Hover to see detailed tooltips
- Export data as CSV or image
- Resize or fullscreen view
Advanced Explorer Features
The Explorer offers powerful capabilities beyond basic questions:
After getting results, refine your analysis:
After getting results, refine your analysis:
Ask multi-dimensional questions:
Export your visualizations and data:
- Download Chart: Save as PNG or SVG
- Export Data: Download as CSV or Excel
- Copy to Clipboard: Quick data sharing
- Print View: Formatted for reports
How the Explore Interface Works
The Explore interface uses your deployed query programs as its knowledge base. When you ask a question, it:
- Understands your natural language query
- Selects the appropriate deployed query program(s)
- Fetches the data using your APIs
- Automatically creates the best visualization
- Displays interactive results
Next Steps
Congratulations! You’ve completed the quickstart. Check out real-world examples of what others have built.
View Examples
See advanced use cases and inspiration →
You Did It! 🎉 In just 10 minutes, you’ve gone from raw data to production APIs with visualization. Your evaluation is off to a great start!