diff --git a/website/meta/universe.json b/website/meta/universe.json
index ec380f847..46de8121c 100644
--- a/website/meta/universe.json
+++ b/website/meta/universe.json
@@ -2806,7 +2806,7 @@
                 "",
                 "# see github repo for examples on sentence-transformers and Huggingface",
                 "nlp = spacy.load('en_core_web_md')",
-                "nlp.add_pipe(\"text_categorizer\", ",
+                "nlp.add_pipe(\"classy_classification\", ",
                 "    config={",
                 "        \"data\": data,",
                 "        \"model\": \"spacy\"",
@@ -3010,8 +3010,8 @@
             "# Load the spaCy language model:",
             "nlp = spacy.load(\"en_core_web_sm\")",
             "",
-            "# Add the \"text_categorizer\" pipeline component to the spaCy model, and configure it with SetFit parameters:",
-            "nlp.add_pipe(\"text_categorizer\", config={",
+            "# Add the \"spacy_setfit\" pipeline component to the spaCy model, and configure it with SetFit parameters:",
+            "nlp.add_pipe(\"spacy_setfit\", config={",
             "    \"pretrained_model_name_or_path\": \"paraphrase-MiniLM-L3-v2\",",
             "    \"setfit_trainer_args\": {",
             "        \"train_dataset\": train_dataset",