diff --git a/custom-analytics-example/custom-analytics-example.demoinfo.yaml b/custom-analytics-example/custom-analytics-example.demoinfo.yaml
index de1863522a4aa0b33cb52d5008bd07523975cd99..7ab6cc045a4c08f30c34a04c47583fd1ae77ed0d 100644
--- a/custom-analytics-example/custom-analytics-example.demoinfo.yaml
+++ b/custom-analytics-example/custom-analytics-example.demoinfo.yaml
@@ -10,7 +10,6 @@ description: >
   Given a user-specified query, the structures of the top-5 space groups (for crystals)
   or point groups (for molecules) within this dataset are returned, and then a
   structural-similarity model is built on-the-fly.
-  Please see "Read Usage Instructions" and the "Reference" below for more details.
 
 created_at: "2017-11-13T13:56:41.082Z"
 updated_at: "2017-11-13T13:56:41.082Z"
@@ -18,7 +17,7 @@ user_update: "2018-01-31"
 top_of_list: false
 featured: true
 labels:
-  category: ["Demo"]
+  category: ["Tutorial"]
   platform:  ["beaker"]
   language:  ["python", "javascript"]
   data_analytics_method: ["SOAP", "Global Similarity", "Glosim", "Kernel Principal-Component Analysis", "Kernel PCA", "MultiDimensional Scaling", "MDS"]