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Product leaders need analytics that scale with their app, not retrofitted BI tools. Looker offers strong visualizations and tight Google Cloud integration. But its use of LookML, iFrames, and user-based pricing makes it hard to embed in customer-facing products. 

As SaaS teams grow, these constraints slow development, increase costs, and limit flexibility. That’s why more teams are replacing Looker with Reveal—an embedded analytics platform built for speed, scale, and predictable pricing. 
This article breaks down where Looker fits, where it falls short, and why modern SaaS teams are moving on.

We compared five leading white label analytics platforms across branding, integration, performance, scalability, data connectivity, user capabilities, and advanced features. Each platform offers a different balance of customization, speed, deployment flexibility, and pricing. This guide helps SaaS companies and ISVs identify which solution best fits their product requirements, customer expectations, and long-term growth plans.

Power BI Embedded is a go-to choice for adding interactive analytics to apps, especially for teams already working in the Microsoft ecosystem. It lets you embed dashboards, reports, and visualizations using Azure infrastructure and familiar tools like Power BI Desktop. But as projects scale, some teams start to hit limits. Whether it’s pricing complexity, performance […]