Segmentation Insights

Group users into cohorts based on behavioral patterns and analyze differences between segments.

Best for:

• User cohort analysis
• Comparative behavior studies
• Engagement level tracking
• Retention analysis

Example use cases:

• "How do power users differ from casual users?"
• "What's the retention rate for users from different acquisition channels?"
• "Which features do enterprise customers use most?"

Creating Segmentation Insights

Segmentation insights analyze events over time and allow you to break down (group) the data by properties to see how different property values compare. Select the events you want to track, choose how to aggregate them (count, unique users, sum, average), and optionally add breakdowns by event properties, user properties, or other attributes.

Common Breakdown Examples

Event Property Breakdowns

• Page views broken down by page_url or page_title
• Button clicks broken down by button_name or button_location
• API calls broken down by endpoint or status_code
• Errors broken down by error_type or error_message

User Property Breakdowns

• Sign-ups broken down by signup_source (organic, paid, referral)
• Feature usage broken down by plan_type (free, pro, enterprise)
• Purchases broken down by customer_segment or region
• Page views broken down by device_type (mobile, desktop, tablet)

Session Property Breakdowns

• Events broken down by entry_url or referrer
• Conversions broken down by utm_campaign or utm_source
• Engagement broken down by session_duration ranges
• Activity broken down by browser or operating_system

Segmentation Parameters

• Event definitions: Which events identify segment membership
• User property filters: Filter by user attributes (plan, region, etc.)
• Time ranges: When events occurred
• Aggregation mode: How to group and display segments

Analyzing Segments

Compare metrics across segments to understand how different user groups behave. You can analyze feature adoption rates, engagement levels, retention, and other metrics by segment. The segmentation insight automatically calculates these comparisons and visualizes the differences between segments.