diff --git a/qdrant-landing/content/advanced-search/advanced-search-features.md b/qdrant-landing/content/advanced-search/advanced-search-features.md
index 237abba7e..7d454225a 100644
--- a/qdrant-landing/content/advanced-search/advanced-search-features.md
+++ b/qdrant-landing/content/advanced-search/advanced-search-features.md
@@ -33,8 +33,8 @@ features:
   icon:
     src: /icons/outline/filter-blue.svg
     alt: Filter
-  title: Single Stage filtering That Works
-  description: Qdrant enhances search speeds and control and context understanding through filtering on any nested entry in our payload. Unique architecture allows Qdrant to avoid expensive pre-filtering and post-filtering stages, making search faster and accurate.
+  title: Pre-Filtering that Works
+  description: Qdrant enhances search speeds and control and context understanding through pre-filtering on any nested entry in our payload. This filter works first – making your search faster and combines with our hybrid search and multi-modal search seamlessly.
   link:
     text: Learn More
     url: /articles/filterable-hnsw/
diff --git a/qdrant-landing/content/advanced-search/advanced-search-hero.md b/qdrant-landing/content/advanced-search/advanced-search-hero.md
index b4ccafdb1..c2f1f36b3 100644
--- a/qdrant-landing/content/advanced-search/advanced-search-hero.md
+++ b/qdrant-landing/content/advanced-search/advanced-search-hero.md
@@ -5,10 +5,11 @@ startFree:
   text: Get Started
   url: https://cloud.qdrant.io/signup
 learnMore:
-  text: Contact Us
+  text: Learn More
   url: /contact-us/
 image:
-  src: /img/vectors/vector-0.svg
+  src: /img/home/horizontal-slider/advanced-search.png
+  webp: /img/home/horizontal-slider/advanced-search.webp
   alt: Advanced search
 sitemapExclude: true
 ---
diff --git a/qdrant-landing/themes/qdrant-2024/assets/css/partials/_advanced-search-use-cases.scss b/qdrant-landing/themes/qdrant-2024/assets/css/partials/_advanced-search-use-cases.scss
index 8efc9c650..f5351a7dd 100644
--- a/qdrant-landing/themes/qdrant-2024/assets/css/partials/_advanced-search-use-cases.scss
+++ b/qdrant-landing/themes/qdrant-2024/assets/css/partials/_advanced-search-use-cases.scss
@@ -26,7 +26,8 @@
 
     &-title {
       margin-bottom: $spacer;
-      color: $neutral-40;
+      font-weight: 500;
+      color: $neutral-20;
     }
 
     &-description {
diff --git a/qdrant-landing/themes/qdrant-2024/assets/css/partials/_use-cases-vector-hero.scss b/qdrant-landing/themes/qdrant-2024/assets/css/partials/_use-cases-vector-hero.scss
index d22255ea2..6c3310aca 100644
--- a/qdrant-landing/themes/qdrant-2024/assets/css/partials/_use-cases-vector-hero.scss
+++ b/qdrant-landing/themes/qdrant-2024/assets/css/partials/_use-cases-vector-hero.scss
@@ -38,7 +38,7 @@
 
   &__preview {
     aspect-ratio: 540 / 400;
-
+    
     &-img {
       width: 100%;
       height: 100%;
diff --git a/qdrant-landing/themes/qdrant-2024/layouts/advanced-search/list.html b/qdrant-landing/themes/qdrant-2024/layouts/advanced-search/list.html
index 04f1e5115..d93c83ef1 100644
--- a/qdrant-landing/themes/qdrant-2024/layouts/advanced-search/list.html
+++ b/qdrant-landing/themes/qdrant-2024/layouts/advanced-search/list.html
@@ -7,11 +7,9 @@
   {{ partial "advanced-search-features" . }}
   {{ partial "advanced-search-use-cases" . }}
 
-
-  <!-- {{ with (.Site.GetPage "/headless/get-started-small-rocket") }}
+  {{ with (.Site.GetPage "/headless/get-started-small-rocket") }}
     {{ partial "get-started-small" (dict "context" . "class" "use-cases-vector-get-started") }}
   {{ end }}
-   -->
 
   {{ partial "get-started" . }}
 {{ end }}