Analytics for Start Ups: Snowflake + Explo

April 10, 2025
Here’s how startups can harness modern analytics tools like Explo and Snowflake to deliver impactful insights and gain a lasting competitive edge.
Table of Contents

In today’s hyper-competitive SaaS market, differentiation isn’t optional—it’s essential. For startups, embedding analytics into your platform can unlock a new dimension of value for customers. By offering dynamic dashboards, actionable insights, and personalized reporting, you elevate your product from useful to indispensable—driving user engagement and retention.

Here’s how startups can harness modern analytics tools like Explo and Snowflake to deliver impactful insights and gain a lasting competitive edge.

Why Analytics is a Game-Changer for Startups

Customer Retention Through Insights:
Users rely on SaaS tools to streamline their workflows. Embedded analytics enhances that experience by surfacing operational insights that help users make better decisions—creating a “sticky” experience that boosts retention.

Upsell Opportunities:
Advanced analytics features can unlock new pricing tiers and monetization opportunities. Offering customizable dashboards or premium reporting features adds real business value and grows your average revenue per user (ARPU).

Market Differentiation:
Users expect more than just functionality—they expect insight. SaaS startups that embed analytics become market leaders by offering a smarter, data-driven user experience.

How to Implement Analytics for Startups

Building analytics in your product doesn’t mean starting from scratch. With tools like Explo and Snowflake, you can launch powerful analytics features without overwhelming your engineering team. Here’s a simple path to get started:

Step 1: Centralize Your Data with Snowflake

Start with a scalable, secure data warehouse. Snowflake offers a cloud-native platform that centralizes data from across your stack—customer behavior, app usage, operational metrics, and more—into one accessible, high-performance location.

Why It’s Important:
Centralizing your data in Snowflake ensures consistency, supports real-time querying, and lays the foundation for scalable analytics as your product grows.

Step 2: Add Embedded Analytics with Explo

Explo helps SaaS teams deliver rich analytics experiences to their end users—without needing to build everything from scratch. With Explo, you can create customer-facing dashboards and reports that seamlessly integrate into your product.

Key Features:

  • Pre-built templates
  • Full white-label customization
  • Seamless integration with Snowflake

Benefits for Startups:

  • Fast time-to-market
  • No need for a large data engineering team
  • A polished, customizable user experience

Step 3: Design for End-User Accessibility

Analytics is only valuable if it’s easy to understand and use. Focus on building intuitive dashboards with filters, drill-downs, and role-based customization. The goal is to empower users to explore data on their terms.

Tools to Consider:

  • Figma for prototyping
  • Explo for dynamic dashboards

Step 4: Ensure Scalability and Security

As your startup grows, your analytics infrastructure should grow with it. Snowflake’s elasticity ensures that your system can handle growing data volumes and user demands without performance degradation.

How to Scale Effectively:

  • Use Snowflake’s automatic scaling and workload management features
  • Implement row- and column-level security for multi-tenant environments

Security Must-Haves:

  • Role-Based Access Control (RBAC)
  • Encryption in transit and at rest
  • Compliance with GDPR, CCPA, and other data protection regulations

Real-World Example: How Nash’s Product Team Delivered a Complete Analytics Offering with Explo and Snowflake

Nash, a SaaS company serving tens of thousands of stores, faced the challenge of providing their end-users with immediate, comprehensible, and actionable insights. Developing an in-house analytics solution would have been time-consuming and costly. Instead, Nash integrated Explo's embedded analytics solution, which seamlessly connected with their Snowflake data warehouse. This integration allowed Nash to deploy customer-facing dashboards that looked native to their product, enabling end-users to quickly understand business health and key performance metrics. The result was enhanced customer engagement and significant time and resource savings for Nash, eliminating months of development time. ​Read the entire case study.

Conclusion

For SaaS startups, embedded analytics isn’t just a nice-to-have—it’s a strategic necessity. With the right tools—Snowflake for modern data infrastructure and Explo for intuitive, embedded dashboards—you can deliver insights that drive real customer value.

Start with what matters most to your users, build iteratively, and scale as you grow. The payoff? Stickier customers, higher revenue, and a product that stands out in a crowded market.

Andrew Chen

Founder of Explo

Heading 1

Heading 2

Heading 3

Heading 4

Heading 5
Heading 6

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.

Block quote

Ordered list

  1. Item 1
  2. Item 2
  3. Item 3

Unordered list

  • Item A
  • Item B
  • Item C

Text link

Bold text

Emphasis

Superscript

Subscript

Heading 1

Heading 2

Heading 3

Heading 4

Heading 5
Heading 6

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.

Block quote

Ordered list

  1. Item 1
  2. Item 2
  3. Item 3

Unordered list

  • Item A
  • Item B
  • Item C

Text link

Bold text

Emphasis

Superscript

Subscript

Heading 1

Heading 2

Heading 3

Heading 4

Heading 5
Heading 6

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.

Block quote

Ordered list

  1. Item 1
  2. Item 2
  3. Item 3

Unordered list

  • Item A
  • Item B
  • Item C

Text link

Bold text

Emphasis

Superscript

Subscript

ABOUT EXPLO

Explo, the publishers of Graphs & Trends, is an embedded analytics company. With Explo’s Dashboard and Report Builder product, you can a premium analytics experience for your users with minimal engineering bandwidth.
Learn more about Explo →