diff --git a/src/utils/attributionEmail.ts b/src/utils/attributionEmail.ts
index 6f9030370..583bdca04 100644
--- a/src/utils/attributionEmail.ts
+++ b/src/utils/attributionEmail.ts
@@ -1,19 +1,23 @@
-const MODEL_EMAIL_MAP: Array<{ keywords: string[]; email: string }> = [
+const MODEL_GITHUB_MAP: Array<{ keywords: string[]; email: string }> = [
   { keywords: ['claude'], email: 'noreply@anthropic.com' },
+  // TODO: 待用户确认以下 GitHub 账号映射
   {
     keywords: ['gpt', 'dall-e', 'o1-', 'o3-', 'o4-'],
-    email: 'noreply@openai.com',
+    email: 'openai@users.noreply.github.com',
   },
-  { keywords: ['gemini'], email: 'noreply@google.com' },
-  { keywords: ['grok'], email: 'noreply@xai.com' },
-  { keywords: ['glm'], email: 'noreply@zhipuai.cn' },
-  { keywords: ['deepseek'], email: 'noreply@deepseek.com' },
-  { keywords: ['qwen'], email: 'noreply@alibabacloud.com' },
+  { keywords: ['gemini'], email: 'google-gemini@users.noreply.github.com' },
+  { keywords: ['grok'], email: 'xai-org@users.noreply.github.com' },
+  { keywords: ['glm'], email: 'zhipuai@users.noreply.github.com' },
+  { keywords: ['deepseek'], email: 'deepseek-ai@users.noreply.github.com' },
+  { keywords: ['qwen'], email: 'QwenLM@users.noreply.github.com' },
+  { keywords: ['minimax'], email: 'MiniMax-AI@users.noreply.github.com' },
+  { keywords: ['mimo'], email: 'XiaomiMiMo@users.noreply.github.com' },
+  { keywords: ['kimi'], email: 'MoonshotAI@users.noreply.github.com' },
 ]
 
 export function getAttributionEmail(modelName: string): string {
   const lower = modelName.toLowerCase()
-  for (const { keywords, email } of MODEL_EMAIL_MAP) {
+  for (const { keywords, email } of MODEL_GITHUB_MAP) {
     if (keywords.some(kw => lower.includes(kw))) {
       return email
     }