diff --git a/scripts/trigger-build-docs b/scripts/trigger-build-docs
index a270823b857..ae8cac0cf02 100755
--- a/scripts/trigger-build-docs
+++ b/scripts/trigger-build-docs
@@ -7,7 +7,7 @@ require 'gitlab'
 #
 Gitlab.configure do |config|
   config.endpoint       = 'https://gitlab.com/api/v4'
-  config.private_token  = ENV["DOCS_API_TOKEN"]  # GitLab Docs bot access token which has only Developer access to gitlab-docs
+  config.private_token  = ENV["DOCS_API_TOKEN"] # GitLab Docs bot access token with Developer access to gitlab-docs
 end
 
 #
@@ -31,13 +31,24 @@ def docs_branch
 end
 
 #
-# Create a remote branch in gitlab-docs
+# Create a remote branch in gitlab-docs and immediately cancel the pipeline
+# to avoid race conditions, since a triggered pipeline will also run right
+# after the branch creation. This only happens the very first time a branch
+# is created and will be skipped in subsequent runs. Read more in
+# https://gitlab.com/gitlab-com/gitlab-docs/issues/154.
 #
 def create_remote_branch
   Gitlab.create_branch(GITLAB_DOCS_REPO, docs_branch, 'master')
-  puts "Remote branch '#{docs_branch}' created"
+  puts "=> Remote branch '#{docs_branch}' created"
+
+  # Get the latest pipeline ID which is also the first
+  pipeline_id = Gitlab.pipelines(GITLAB_DOCS_REPO, { ref: docs_branch }).last.id
+
+  # Cancel the pipeline
+  Gitlab.cancel_pipeline(GITLAB_DOCS_REPO, pipeline_id)
+  puts "=> Canceled uneeded pipeline #{pipeline_id} for '#{docs_branch}'"
 rescue Gitlab::Error::BadRequest
-  puts "Remote branch '#{docs_branch}' already exists"
+  puts "=> Remote branch '#{docs_branch}' already exists"
 end
 
 #
@@ -45,7 +56,7 @@ end
 #
 def remove_remote_branch
   Gitlab.delete_branch(GITLAB_DOCS_REPO, docs_branch)
-  puts "Remote branch '#{docs_branch}' deleted"
+  puts "=> Remote branch '#{docs_branch}' deleted"
 end
 
 #
@@ -78,18 +89,22 @@ def trigger_pipeline
   # The review app URL
   app_url = "http://#{docs_branch}.#{ENV["DOCS_REVIEW_APPS_DOMAIN"]}/#{slug}"
 
-  # Create the pipeline
-  puts "=> Triggering a pipeline..."
+  # Create the cross project pipeline using CI_JOB_TOKEN
   pipeline = Gitlab.run_trigger(GITLAB_DOCS_REPO, ENV["CI_JOB_TOKEN"], docs_branch, { param_name => ENV["CI_COMMIT_REF_NAME"] })
 
-  puts "=> Pipeline created:"
+  puts "=> Follow the status of the triggered pipeline:"
   puts ""
   puts "https://gitlab.com/gitlab-com/gitlab-docs/pipelines/#{pipeline.id}"
   puts ""
-  puts "=> Preview your changes live at:"
+  puts "=> In a few minutes, you will be able to preview your changes under the following URL:"
   puts ""
   puts app_url
   puts ""
+  puts "=> For more information, read the documentation"
+  puts "=> https://docs.gitlab.com/ee/development/writing_documentation.html#previewing-the-changes-live"
+  puts ""
+  puts "=> If something doesn't work, drop a line in the #docs chat channel."
+  puts ""
 end
 
 #