Prototype - In active development

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The tools and prototypes shared through Journey Labs are intended solely as experimental demonstrations to explore the potential of future technologies, including artificial intelligence (AI), automation, and digital service transformation. These tools are not production-ready and are not intended for public use, operational deployment, or decision-making purposes.

Universal Topic Analyzer EXPERIMENT

Analyze content gaps across any government service area with AI-powered insights

Analysis History
Advanced Analysis
Live Usage Dashboard
Live
RCMP
2 active users
Analyzing
IRCC
1 active user
Completed
DND
3 active users
Analyzing
TBS
1 active user
Idle
ESDC
9 active users
Analyzing
New to Topic Analyzer?

Take a 5-minute interactive presentation to learn how it works

View Presentation 5 min
Best Experience on Desktop

Analysis results contain extensive data visualizations and detailed reports. For optimal viewing and interaction with large datasets, we recommend using a desktop browser.

Step 1: Choose Your Topic
Choose from 27+ pre-configured government service areas
Narrow your analysis scope to specific areas
Pro Tip: Focus Areas
Focus areas help you get more targeted analysis results by narrowing scope to specific service aspects
Add specific areas like "eligibility", "application process", or "documentation"
Leave blank for comprehensive analysis of all content areas
Focused analysis provides deeper insights in targeted areas
Step 2: Content Sources
URLs will be automatically populated for predefined topics
Need more URLs? You can add your own Canada.ca URLs to this topic analysis. Ask your Canada.ca SME (Subject Matter Expert) for additional URLs to include in the analysis.
URL Guidelines
For best analysis results, include comprehensive government content URLs
Use official Canada.ca URLs for government content
Include main service pages and related information
One URL per line for optimal processing
Step 3: Target Personas (Optional)
Persona-Based Analysis
Get targeted insights by analyzing content from specific user perspectives
Select personas to see how content serves their unique needs
Get persona-specific gap identification and recommendations
Leave unchecked for general analysis covering all user types
Step 4: Question Generation
Smart Question Generation
AI automatically analyzes your content and generates comprehensive user questions from multiple sources
Gathers "People Also Ask" questions from Google Search results
AI generates relevant questions based on content analysis
Provides comprehensive coverage for thorough gap analysis
Google PAA AI Generated Automatic
Step 5: Analysis & Results
Ready to Launch Analysis!
Preview questions first to see what will be analyzed, or jump straight into the comprehensive content gap analysis.
AI-Powered ~15 seconds Persona-aware
Question Preview

Review generated questions before analysis

Plain Language Assistant

Privacy Notice: This AI assistance is intended only to help develop public-facing content. Do not include personal or sensitive information. This tool is not intended for internal communications.