diff --git a/sitemap.xml b/sitemap.xml
index 838fa96..c34a5b9 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -2,38 +2,38 @@
 <urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
 <url>
 <loc>https://redhat-solution-patterns.github.io/solution-patterns/solution-patterns/appendix.html</loc>
-<lastmod>2023-10-30T12:53:14.324Z</lastmod>
+<lastmod>2023-11-24T09:10:45.252Z</lastmod>
 </url>
 <url>
 <loc>https://redhat-solution-patterns.github.io/solution-patterns/solution-patterns/contributor-in-depth.html</loc>
-<lastmod>2023-10-30T12:53:14.324Z</lastmod>
+<lastmod>2023-11-24T09:10:45.252Z</lastmod>
 </url>
 <url>
 <loc>https://redhat-solution-patterns.github.io/solution-patterns/solution-patterns/contributors-faq.html</loc>
-<lastmod>2023-10-30T12:53:14.324Z</lastmod>
+<lastmod>2023-11-24T09:10:45.252Z</lastmod>
 </url>
 <url>
 <loc>https://redhat-solution-patterns.github.io/solution-patterns/solution-patterns/contributors-guide.html</loc>
-<lastmod>2023-10-30T12:53:14.324Z</lastmod>
+<lastmod>2023-11-24T09:10:45.252Z</lastmod>
 </url>
 <url>
 <loc>https://redhat-solution-patterns.github.io/solution-patterns/solution-patterns/contributors-quickstart.html</loc>
-<lastmod>2023-10-30T12:53:14.324Z</lastmod>
+<lastmod>2023-11-24T09:10:45.252Z</lastmod>
 </url>
 <url>
 <loc>https://redhat-solution-patterns.github.io/solution-patterns/solution-patterns/creating-solution-pattern-website.html</loc>
-<lastmod>2023-10-30T12:53:14.324Z</lastmod>
+<lastmod>2023-11-24T09:10:45.252Z</lastmod>
 </url>
 <url>
 <loc>https://redhat-solution-patterns.github.io/solution-patterns/solution-patterns/index.html</loc>
-<lastmod>2023-10-30T12:53:14.324Z</lastmod>
+<lastmod>2023-11-24T09:10:45.252Z</lastmod>
 </url>
 <url>
 <loc>https://redhat-solution-patterns.github.io/solution-patterns/solution-patterns/patterns.html</loc>
-<lastmod>2023-10-30T12:53:14.324Z</lastmod>
+<lastmod>2023-11-24T09:10:45.252Z</lastmod>
 </url>
 <url>
 <loc>https://redhat-solution-patterns.github.io/solution-patterns/solution-patterns/solution-pattern-list.html</loc>
-<lastmod>2023-10-30T12:53:14.324Z</lastmod>
+<lastmod>2023-11-24T09:10:45.252Z</lastmod>
 </url>
 </urlset>
diff --git a/solution-patterns/patterns.html b/solution-patterns/patterns.html
index f3a7658..b906171 100644
--- a/solution-patterns/patterns.html
+++ b/solution-patterns/patterns.html
@@ -255,7 +255,7 @@ <h2 id="_explore_solution_patterns"><a class="anchor" href="#_explore_solution_p
 
 
  <a href="https://redhat-solution-patterns.github.io/solution-pattern-recommendation-engine" target="_blank"  class="col card">
-    <div><strong>Recomendation Engine using Event Streaming</strong></div>
+    <div><strong>Recommendation Engine using Event Streaming</strong></div>
     <div style="font-size:14px">
       Build a cloud-native recommendation engine with Kafka
     </div>
@@ -272,7 +272,7 @@ <h2 id="_explore_solution_patterns"><a class="anchor" href="#_explore_solution_p
 <a href="https://redhat-solution-patterns.github.io/solution-pattern-sentiment-analysis" target="_blank"  class="col card">
     <div><strong>Event-driven intelligent applications </strong></div>
     <div style="font-size:14px">
-      Event-driven architecture with streaming data using Kafka, Knative and AI/ML.
+      Event-driven Sentiment Analysis using Kafka, Knative and AI/ML
     </div>
 </a>