Best practices

Amplitude and Mixpanel take months to instrument and cost $1,000+/month. If your product data is already in a database, here's how to build a product analytics dashboard from it, no event tracking required.

Omni sits in an interesting spot between Looker and simpler BI tools, but it's a newer product, pricing isn't public, and AI capabilities are limited. Here are six stronger alternatives for 2026.

Seven conversational analytics tools compared on data source support, pricing, and how their natural language features actually work -- cutting through the chatbot hype to what teams can rely on day to day.

PMs have more data than ever but still can't get fast answers. Here are the AI data analysis tools that actually help, with pricing, honest pros and cons, and guidance on which to use when.

Product and GTM teams need to see different things from the same data (user behavior, pipeline, campaign performance, and revenue), often in the same room. Most analytics dashboard tools are built for one team or one data source. Here are seven that work for both.

Most analytics dashboard guides assume you have a data team. This one doesn't. A practical, step-by-step guide to building a live, shareable dashboard from your existing data without SQL, without setting up a data warehouse, and without months of setup.

Querio offers a focused natural language querying experience, but its pricing structure and limited feature set leave gaps for many teams. This post breaks down the best alternatives — from AI-native notebooks to enterprise BI platforms — covering what each tool does well, where it falls short, and which type of team it fits best.