diff --git a/website/meta/universe.json b/website/meta/universe.json
index add089a0c..32363e5d3 100644
--- a/website/meta/universe.json
+++ b/website/meta/universe.json
@@ -2080,14 +2080,17 @@
             "description": "`spacy-wordnet` creates annotations that easily allow the use of WordNet and [WordNet Domains](http://wndomains.fbk.eu/) by using the [NLTK WordNet interface](http://www.nltk.org/howto/wordnet.html)",
             "github": "recognai/spacy-wordnet",
             "tags": ["wordnet", "synsets"],
-            "thumb": "https://i.imgur.com/3y2uPUv.jpg",
+            "thumb": "https://i.imgur.com/ud4C7cj.png",
             "code_example": [
                 "import spacy",
                 "from spacy_wordnet.wordnet_annotator import WordnetAnnotator ",
                 "",
                 "# Load an spacy model (supported models are \"es\" and \"en\") ",
                 "nlp = spacy.load('en')",
-                "nlp.add_pipe(WordnetAnnotator(nlp.lang), after='tagger')",
+		"# Spacy 3.x",
+		"nlp.add_pipe(\"spacy_wordnet\", after='tagger', config={'lang': nlp.lang})",
+		"# Spacy 2.x",
+                "# nlp.add_pipe(WordnetAnnotator(nlp.lang), after='tagger')",
                 "token = nlp('prices')[0]",
                 "",
                 "# wordnet object link spacy token with nltk wordnet interface by giving acces to",