diff --git a/docs/datatable.asciidoc b/docs/datatable.asciidoc
index 115aed5c888b..2e383c5fd859 100644
--- a/docs/datatable.asciidoc
+++ b/docs/datatable.asciidoc
@@ -31,7 +31,8 @@ remove a range.
 or bottom _n_ elements of a  given field to display, ordered by count or a custom metric.
 *Filters*:: You can specify a set of {ref}/search-aggregations-bucket-filters-aggregation.html[_filters_] for the data. 
 You can specify a filter as a query string or in JSON format, just as in the Discover search bar. Click *Add Filter* to 
-add another filter.
+add another filter. Click the image:labelbutton.png[] *label* button to open the label field, where you can type in a 
+name to display on the visualization
 *Significant Terms*:: Displays the results of the experimental 
 {ref}/search-aggregations-bucket-significantterms-aggregation.html[_significant terms_] aggregation. The value of the 
 *Size* parameter defines the number of entries this aggregation returns.
diff --git a/docs/images/labelbutton.png b/docs/images/labelbutton.png
new file mode 100644
index 000000000000..8950f442b45a
Binary files /dev/null and b/docs/images/labelbutton.png differ
diff --git a/docs/pie.asciidoc b/docs/pie.asciidoc
index 80ec4bd8b193..696a476fa700 100644
--- a/docs/pie.asciidoc
+++ b/docs/pie.asciidoc
@@ -42,7 +42,8 @@ remove a range.
 or bottom _n_ elements of a  given field to display, ordered by count or a custom metric.
 *Filters*:: You can specify a set of {ref}/search-aggregations-bucket-filters-aggregation.html[_filters_] for the data. 
 You can specify a filter as a query string or in JSON format, just as in the Discover search bar. Click *Add Filter* to 
-add another filter.
+add another filter. Click the image:labelbutton.png[] *label* button to open the label field, where you can type in a 
+name to display on the visualization
 *Significant Terms*:: Displays the results of the experimental 
 {ref}/search-aggregations-bucket-significantterms-aggregation.html[_significant terms_] aggregation. The value of the 
 *Size* parameter defines the number of entries this aggregation returns.
diff --git a/docs/tilemap.asciidoc b/docs/tilemap.asciidoc
index e05d6d0decad..1c91865d6337 100644
--- a/docs/tilemap.asciidoc
+++ b/docs/tilemap.asciidoc
@@ -62,7 +62,8 @@ remove a range.
 or bottom _n_ elements of a  given field to display, ordered by count or a custom metric.
 *Filters*:: You can specify a set of {ref}/search-aggregations-bucket-filters-aggregation.html[_filters_] for the data. 
 You can specify a filter as a query string or in JSON format, just as in the Discover search bar. Click *Add Filter* to 
-add another filter.
+add another filter. Click the image:labelbutton.png[] *label* button to open the label field, where you can type in a 
+name to display on the visualization
 *Significant Terms*:: Displays the results of the experimental 
 {ref}/search-aggregations-bucket-significantterms-aggregation.html[_significant terms_] aggregation. The value of the 
 *Size* parameter defines the number of entries this aggregation returns.
diff --git a/docs/x-axis-aggs.asciidoc b/docs/x-axis-aggs.asciidoc
index 0c515e524056..cf72d140a242 100644
--- a/docs/x-axis-aggs.asciidoc
+++ b/docs/x-axis-aggs.asciidoc
@@ -28,7 +28,8 @@ remove a range.
 or bottom _n_ elements of a  given field to display, ordered by count or a custom metric.
 *Filters*:: You can specify a set of {ref}/search-aggregations-bucket-filters-aggregation.html[_filters_] for the data. 
 You can specify a filter as a query string or in JSON format, just as in the Discover search bar. Click *Add Filter* to 
-add another filter.
+add another filter. Click the image:labelbutton.png[] *label* button to open the label field, where you can type in a 
+name to display on the visualization.
 *Significant Terms*:: Displays the results of the experimental 
 {ref}/search-aggregations-bucket-significantterms-aggregation.html[_significant terms_] aggregation.