diff --git a/docs/en/rest-api/ml/get-bucket.asciidoc b/docs/en/rest-api/ml/get-bucket.asciidoc
index 9140f24500b..ae972571973 100644
--- a/docs/en/rest-api/ml/get-bucket.asciidoc
+++ b/docs/en/rest-api/ml/get-bucket.asciidoc
@@ -2,8 +2,7 @@
 [[ml-get-bucket]]
 ==== Get Buckets
 
-The get bucket API enables you to retrieve information about buckets in the
-results from a job.
+The get bucket API enables you to retrieve job results for one or more buckets.
 
 
 ===== Request
diff --git a/docs/en/rest-api/ml/get-category.asciidoc b/docs/en/rest-api/ml/get-category.asciidoc
index 4f669801fca..225a9093bce 100644
--- a/docs/en/rest-api/ml/get-category.asciidoc
+++ b/docs/en/rest-api/ml/get-category.asciidoc
@@ -2,8 +2,8 @@
 [[ml-get-category]]
 ==== Get Categories
 
-The get categories API enables you to retrieve information
-about the categories in the results for a job.
+The get categories API enables you to retrieve job results for one or more
+categories.
 
 
 ===== Request
diff --git a/docs/en/rest-api/ml/get-influencer.asciidoc b/docs/en/rest-api/ml/get-influencer.asciidoc
index d76a39d1b23..4d81e06a4de 100644
--- a/docs/en/rest-api/ml/get-influencer.asciidoc
+++ b/docs/en/rest-api/ml/get-influencer.asciidoc
@@ -1,8 +1,8 @@
 [[ml-get-influencer]]
 ==== Get Influencers
 
-The get influencers API enables you to retrieve information about the influencers
-in a job.
+The get influencers API enables you to retrieve job results for one or more
+influencers.
 
 
 ===== Request