February 3rd, 2026

New

Improved

Product suite

Automatic AI feedback tagging

Featurebase can now automatically categorize new & existing feedback posts using AI. This helps you group large volumes of feedback into product areas, projects, or themes without manual work.

AI tagging analyzes each post’s content and applies relevant tags based on rules you define, keeping feedback organized as it comes in.

This helps your team keep the dashboard clean, filter feedback faster, and focus on what matters most, even at scale!

Learn more & get started: AI feedback tagging β†’