Traffic reporting
Answers where a visitor came from and which pages were viewed.
User behavior analytics
See how users actually move through your product
Vectr4 user behavior analytics connects product events into funnels, sessions, and user journeys. It helps technical SaaS teams inspect what people did, where a workflow broke, and which actions appeared before activation or conversion.
01
User behavior analytics turns activity into sequences
In this context, behavioral analytics means digital product behavior—not security, fraud detection, or employee monitoring. It starts with product events and interprets them in the order and session where they occurred.
The goal is not to collect every possible interaction. It is to connect a small set of meaningful actions to product questions a team can act on.
02
Track behavior differently from website traffic
Vectr4 supports page activity, but its core value is combining that context with named product events, identity, sessions, funnels, and user journeys.
Product behavior
Answers which actions happened after entry and how those actions formed a workflow.
03
Use events as explicit behavior signals
- Name actions after completed behavior, such as
workspace_createdorcheckout_started. - Send only properties needed for analysis and avoid passwords, tokens, free-form sensitive text, or unnecessary personal data.
- Call identify with a stable internal ID after authentication rather than inferring identity.
- Review event tracking implementation before treating the data as reliable.
04
Use funnels to isolate behavioral drop-off
A funnel is a specific expected sequence. It helps separate users who reached the next meaningful step from users who left earlier. That makes it useful for signup, onboarding, activation, checkout, and feature adoption paths.
Funnels answer where an expected flow breaks. Sessions and journeys answer what else happened around that break.
Vectr4 example
demo_opened → signup_submitted → workspace_created → first_event_received
05
Use sessions and journeys without implying replay
Vectr4 groups event activity into sessions and exposes user paths. This is sequence analysis, not a recording of the user’s screen. The distinction matters when comparing user behavior analytics tools.
Session context can show repeated navigation, pauses between events, or a path that ends before completion. User journeys extend the view across the product for identified users.
06
Connect behavior to activation and return signals
Activation
Find the first meaningful outcome rather than using account creation alone.
Feature engagement
Review whether named feature events appear in real workflows.
Return behavior
Inspect repeat activity without claiming a dedicated retention report.
Friction
Use paths and SDK interaction signals as prompts for investigation, not automatic diagnoses.
07
Keep behavior data inside a customer-operated deployment
Vectr4 runs on your VPS using Docker Compose. That supports deployment-control strategies, while leaving your team responsible for lawful collection, access control, retention, backups, security, and any external services configured in the stack.
Return to product analytics, inspect event analytics, or compare product analytics tools before choosing the implementation.
Product proof
Inspect real product activity in Vectr4
The hosted demo shows the same focused workflow described on these pages: captured events, funnel steps, session activity, and user paths. The values shown in marketing previews are illustrative, not customer benchmarks.
Event activity
Review named product actions and the context sent with them.
Funnels
Connect ordered events to see progress and drop-off between steps.
Sessions
Group activity into visits so isolated actions have sequence and timing.
User journeys
Follow the paths users take through your product over time.
FAQ