diff --git a/src/LinkDotNet.Blog.Web/Features/SimilarBlogPostJob.cs b/src/LinkDotNet.Blog.Web/Features/SimilarBlogPostJob.cs
index 14e4f873..4fee9dfe 100644
--- a/src/LinkDotNet.Blog.Web/Features/SimilarBlogPostJob.cs
+++ b/src/LinkDotNet.Blog.Web/Features/SimilarBlogPostJob.cs
@@ -45,7 +45,9 @@ public async Task RunAsync(JobExecutionContext context, CancellationToken token)
             return;
         }
 
-        var blogPosts = await blogPostRepository.GetAllByProjectionAsync(bp => new BlogPostSimilarity(bp.Id, bp.Title, bp.Tags, bp.ShortDescription));
+        var blogPosts = await blogPostRepository.GetAllByProjectionAsync(
+            bp => new BlogPostSimilarity(bp.Id, bp.Title, bp.Tags, bp.ShortDescription),
+            f => f.IsPublished);
         var documents = blogPosts.Select(bp => TextProcessor.TokenizeAndNormalize([bp.Title, bp.ShortDescription, ..bp.Tags])).ToList();
 
         var similarities = blogPosts.Select(bp => GetSimilarityForBlogPost(bp, documents, blogPosts)).ToArray();