diff --git a/app/jobs/pretalx/import_job.rb b/app/jobs/pretalx/import_job.rb
index 58ebf3cdaa4412de90c85a870b2961071042411b..36d817bfde7b19c9a89dbd7c6b3da7c978407df1 100644
--- a/app/jobs/pretalx/import_job.rb
+++ b/app/jobs/pretalx/import_job.rb
@@ -34,12 +34,12 @@ module Pretalx
       end
 
       # We build a list of sessions that exist in the current version of the fahrplan. That way we can move removed sessions to the "Canceled session" fake stage.
-      sessions = []
+      existing_sessions = []
       schedule['schedule']['conference']['days'].each do |day_data|
         day_data['rooms'].each do |stage_name, stage_data|
           stage = stages[stage_name]
           stage_data.each do |session_data|
-            sessions << session_data['guid']
+            existing_sessions << session_data['guid']
             Session.find_or_initialize_by(conference:, ref_id: session_data['guid']).tap do |session|
               session.stage = stage
               session.title = session_data['title']
@@ -64,7 +64,7 @@ module Pretalx
         end
       end
 
-      Session.where(conference:).where.not(ref_id: sessions).each do |canceled|
+      Session.where(conference:).where.not(ref_id: existing_sessions).where(stage: conference.relevant_stages).each do |canceled|
         canceled.stage = canceled_stage
         canceled.save!
       end