Funnel Builder

The Snowplow funnel builder data model that enables businesses to gain deeper insights into customer behavior at every stage of the funnel in order to optimize conversion rates, directly from your warehouse or lake.

Funnel Builder Insights

Snowplow’s Funnel Builder data model empowers companies to analyze user progress and optimize conversion rates via custom funnels with advanced configuration options, optimized warehouse querying, and comprehensive visualization capabilities. Eliminate difficult manual SQL querying for analysis, and instead auto-generate the complex SQL in an optimized way for cost-effective querying of your data from your warehouse.

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Customizable Funnels

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Simplified Funnel Analysis

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Cost-Effective Querying

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Enhanced Team Collaboration

Challenges Faced by Product & Marketing Teams

Complex SQL Requirements

Building funnel analysis requires intricate self-joins and complex SQL logic, making it technically challenging and error-prone for teams to develop and maintain

Data Accessibility

Funnel analysis often remains siloed within technical teams due to the specialized SQL expertise required, preventing business teams from independently exploring user journeys

Analysis Consistency

Different teams often develop varying approaches to funnel analysis, leading to inconsistent methodologies and results across the organization

Resource Optimization

Traditional funnel analysis queries are often inefficient, involving expensive self-joins and time spent on complex logic

Funnel Analytics

Comprehensive Conversion Insights

Track and analyze user progression through custom funnels with granular visibility into drop-off points, conversion rates, and time-to-convert metrics. Snowplow's funnel builder allows teams to create and analyze unlimited funnels across any combination of events and properties, while leveraging auto-generated SQL optimized for cost-effective querying of your data from your warehouse and efficient self-joins.

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Create Custom Funnels Without Complex SQL Knowledge

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Access Real-Time Conversion Metrics Across Any User Journey

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Pre-built funnels for immediate insights using out-of-the-box Snowplow events

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Custom Configuration

Advanced Customization & Control

Define your own bespoke funnels with advanced configuration options including custom timestamp ordering, filters, groupings, as well as count strategies. Choose which warehouse schema and table to run analysis on or select an atomic events table to reference properties inside nested columns, allowing teams to work with both flat and nested data structures, supporting both raw and modeled data.

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Advanced Configuration to Meet your Business Needs

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Build Bespoke Funnels on Raw or Modeled Data

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Self-serve to Reduce Workload on the Data Team

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Collaboration & Analysis

Interactive Analysis & Exploration

Explore conversion patterns through intuitive visual interfaces that highlight key drop-off points and conversion trends over time. Teams can drill down into specific steps, compare different user segments, and export insights for deeper analysis - all without writing complex SQL queries. Want to share the data with another team member? Simply save your funnel to share with other team members, including predefined events, filters and more, or alternatively download it as an SQL query for future investigation.

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Identify Critical Drop-off Points Through Visual Analysis

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Export capabilities for popular BI tools including Looker and Tableau

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Collaborate Seamlessly Through Shareable Funnel Configurations

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Get Started

Whether you’re modernizing your customer data infrastructure or building AI-powered applications, Snowplow helps eliminate engineering complexity so you can focus on delivering smarter customer experiences.