diff --git a/docs/license.mdx b/docs/license.mdx
index b4470838..b56fb4c9 100644
--- a/docs/license.mdx
+++ b/docs/license.mdx
@@ -190,11 +190,13 @@ Anything pre-0.6.6 is pure BSD-3—**these branding limits didn’t exist**. The
 
 Otherwise, you must retain branding and clearly say your fork isn't the official version.
 
-### **10. I’m an academic/non-profit researcher. Can I customize or remove branding for a research study?**
+### **10. I’m an individual academic/non-profit researcher. Can I customize or remove branding for a research study?**
 
-**Absolutely—academic research matters to us!** If you are a non-profit or academic institution running a research study and require branding changes (removal, customization, or white-labeling) for study purposes, **please email us at [hello@openwebui.com](mailto:hello@openwebui.com) with details about your project**. We review these requests on a case-by-case basis. We’re committed to supporting research and education, and _in almost all cases, we gladly grant permission for branding customizations or exemptions to facilitate your academic study—just ask!_  
+:::info
+Please note: _This exemption is intended **exclusively for research studies**, not for general-purpose or ongoing institutional use._  
+:::
 
-Please note: _This exemption is intended exclusively for research studies, not for general-purpose or ongoing institutional use._  
+**Absolutely—academic research matters to us!** If you are a non-profit or academic institution running a **research study** and require branding changes (removal, customization, or white-labeling) for study purposes, **please email us at [hello@openwebui.com](mailto:hello@openwebui.com) with details about your project**. We review these requests on a case-by-case basis. We’re committed to supporting research, and _in almost all cases, we gladly grant permission for branding customizations or exemptions to facilitate your academic study—just ask!_  
 
 Please ensure your request includes your institution, the research purpose, and expected duration/scale of your deployment. We’re here to help you advance open, reproducible science!