diff --git a/_tutorials/vector-search/neural-search-tutorial.md b/_tutorials/vector-search/neural-search-tutorial.md
index fa00457244..ba0bb4b00f 100644
--- a/_tutorials/vector-search/neural-search-tutorial.md
+++ b/_tutorials/vector-search/neural-search-tutorial.md
@@ -717,7 +717,7 @@ GET /my-nlp-index/_search?search_pipeline=nlp-search-pipeline
 ```
 {% include copy-curl.html %}
 
-Not only does OpenSearch return documents that match the semantic meaning of `wild west`, but now the documents containing words related to the wild west theme are also scored higher relative to the others:
+Not only does OpenSearch return documents that match the semantic meaning of `wild west`, but now the documents containing words related to the cowboy rodeo bronco theme are also scored higher relative to the others:
 
 <details markdown="block">
   <summary>
@@ -896,4 +896,4 @@ DELETE /_plugins/_ml/model_groups/Z1eQf4oB5Vm0Tdw8EIP2
 
 ## Next steps
 
-- Explore [AI search]({{site.url}}{{site.baseurl}}/vector-search/ai-search/index/) in OpenSearch.
\ No newline at end of file
+- Explore [AI search]({{site.url}}{{site.baseurl}}/vector-search/ai-search/index/) in OpenSearch.