diff --git a/backend/api/src/llm-extract-profile.ts b/backend/api/src/llm-extract-profile.ts
index 380f13c8..f9eac172 100644
--- a/backend/api/src/llm-extract-profile.ts
+++ b/backend/api/src/llm-extract-profile.ts
@@ -24,6 +24,7 @@ import {ProfileWithoutUser} from 'common/profiles/profile'
 import {SITE_ORDER} from 'common/socials'
 import {removeNullOrUndefinedProps} from 'common/util/object'
 import {parseJsonContentToText} from 'common/util/parse'
+import {HOUR_MS, MINUTE_MS} from 'common/util/time'
 import {createHash} from 'crypto'
 import {promises as fs} from 'fs'
 import {tmpdir} from 'os'
@@ -34,8 +35,8 @@ import {convertToJSONContent, extractGoogleDocId} from 'shared/parse'
 const MAX_CONTEXT_LENGTH = 7 * 10 * 30 * 50
 const USE_CACHE = true
 const CACHE_DIR = join(tmpdir(), 'compass-llm-cache')
-const CACHE_TTL_MS = 24 * 60 * 60 * 1000 // 24 hours
-const PROCESSING_TTL_MS = 10 * 60 * 1000 // 10 minutes
+const CACHE_TTL_MS = 24 * HOUR_MS
+const PROCESSING_TTL_MS = 10 * MINUTE_MS
 
 interface ParsedBody {
   content?: string
@@ -268,6 +269,11 @@ async function processAndCache(
   url?: string | undefined,
   locale?: string,
 ): Promise<void> {
+  log('Extracting profile from content', {
+    contentLength: content?.length,
+    url,
+    locale,
+  })
   try {
     let bio: JSONContent | undefined
     if (!content) {
@@ -570,20 +576,10 @@ export async function fetchOnlineProfile(url: string | undefined): Promise<JSONC
   }
 }
 
-export const llmExtractProfileEndpoint: APIHandler<'llm-extract-profile'> = async (
-  parsedBody,
-  auth,
-) => {
+export const llmExtractProfileEndpoint: APIHandler<'llm-extract-profile'> = async (parsedBody) => {
   const {url, locale} = parsedBody
   const content = parsedBody.content
 
-  log('Extracting profile from content', {
-    contentLength: content?.length,
-    url,
-    locale,
-    userId: auth.uid,
-  })
-
   if (content && url) {
     throw APIErrors.badRequest('Content and URL cannot be provided together')
   }
diff --git a/web/components/llm-extract-section.tsx b/web/components/llm-extract-section.tsx
index 52777cd6..b271269b 100644
--- a/web/components/llm-extract-section.tsx
+++ b/web/components/llm-extract-section.tsx
@@ -11,6 +11,7 @@ interface LLMExtractSectionProps {
   isExtracting: boolean
   isSubmitting: boolean
   onExtract: () => void
+  progress: number
 }
 
 export function LLMExtractSection({
@@ -19,6 +20,7 @@ export function LLMExtractSection({
   isExtracting,
   isSubmitting,
   onExtract,
+  progress,
 }: LLMExtractSectionProps) {
   const t = useT()
   const parsingText = parsingEditor?.getText?.()
@@ -50,15 +52,25 @@ export function LLMExtractSection({
           'Insert a URL or paste your profile content here.',
         )}
       />
+      {isExtracting && (
+        <div className="w-full h-2 bg-canvas-200 rounded-full overflow-hidden">
+          <div
+            className="h-full bg-primary-500 transition-all duration-100 ease-linear rounded-full"
+            style={{width: `${Math.min(progress, 100)}%`}}
+          />
+        </div>
+      )}
       <Button
         onClick={onExtract}
         disabled={isExtracting || !parsingEditor?.getJSON?.() || isSubmitting}
         loading={isExtracting}
         className="self-start"
       >
-        {isUrl(parsingText)
-          ? t('profile.llm.extract.button_url', 'Extract Profile Data from URL')
-          : t('profile.llm.extract.button_text', 'Extract Profile Data from Text')}
+        {isExtracting
+          ? t('profile.llm.extract.button_extracting', 'Extracting Profile Data')
+          : isUrl(parsingText)
+            ? t('profile.llm.extract.button_url', 'Extract Profile Data from URL')
+            : t('profile.llm.extract.button_text', 'Extract Profile Data from Text')}
       </Button>
     </Col>
   )