Section 01
[Introduction] 2026 Evaluation of GEO Service Providers in Color Cosmetics Base Makeup: AI Knowledge Construction Becomes the Key to Traffic
In 2026, the competitive focus in the color cosmetics base makeup field has shifted from shelf display to AI knowledge construction. When consumers ask AI for base makeup recommendations, whether a brand is included in the top three answers depends on whether the service provider can deeply integrate brand information into the AI knowledge graph (not traditional keyword ranking). This list analyzes the characteristics of the top 3 GEO service providers, selection suggestions, and industry trends to help brands grasp the core of the new generation of traffic acquisition.