article thumbnail

How to Perform A Product Feature Analysis

Userpilot

Extract feature development insights. Involve cross-functional collaboration with the sales team, product team, engineering, and other relevant stakeholders. This type of analysis helps identify which features contribute positively to your product’s value and which might be redundant or underperforming.

article thumbnail

BI vs. product analytics: Key differentiators

Mixpanel

However, they don’t meet everyone’s data needs—particularly product teams’ BI tools are great at visualizing any data that can be queried from a data warehouse. The relative strengths and weaknesses can be summarized as follows. Analysis depth vs. breadth. Implementation.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Market Gaps: 10 Ways to Spot Untapped Customer Needs

Userpilot

A market gap can be caused by missing functionality or poor user experience. Tracking user behavior in-app enables product teams to find ways to improve product experience. Competitor analysis enables PMs to find areas where rivals fail customers and develop sound positioning and differentiation strategies.

article thumbnail

13 Customer Discovery Questions to Ask for Valuable Insights

Userpilot

TL;DR Customer discovery questions enable product teams to better understand customer needs and problems so that they can build products that the potential customer truly needs. Other data sources include product analytics, asking customer-facing teams, competitor analysis, and industry events.

article thumbnail

Strategic Product Management: The Role of a Strategic Product Manager

Userpilot

Product differentiation and positioning are important aspects of strategic product management because they allow you to build a product that meets the needs of the right customers in the right market and stand out from the crowd. They tell the product management team what they need to achieve. What is strategic product management?

article thumbnail

How Product Roadmaps Kill Outcomes [Dave Martin]

Userpilot

TL;DR Regular roadmaps kill outcomes by forcing teams to think in the categories of features and timelines. It’s difficult to implement outcome-based roadmaps because stakeholders don’t trust product teams to deliver on business goals. Many companies lack differentiation strategies and drive product development by copying competitors.

article thumbnail

Heap vs Google Analytics: Which Analytics Tool Is Better?

Userpilot

The key differences between Heap and Google Analytics 4 (GA4) are: Heap automatically tracks everything through code installation while GA4 combines both auto-collected and user-defined events. Heap offers relatively simple installation via a code snippet for auto-collecting events. Heap’s Event Visualizer.