diff --git a/website/docs/usage/spacy-101.jade b/website/docs/usage/spacy-101.jade
index 67d3a83fe..5b7908651 100644
--- a/website/docs/usage/spacy-101.jade
+++ b/website/docs/usage/spacy-101.jade
@@ -68,11 +68,11 @@ p
         |  It's is built on the latest research, but it's designed to get
         |  things done. This leads to fairly different design decisions than
         |  #[+a("https://github./nltk/nltk") NLTK]
-        |  or #[+a("https://stanfordnlp.github.io/CorenlP") CoreNLP], which were
-        |  created as platforms for teaching and research.  The main difference
-        |  is that spaCy is integrated and opinionated. We try to avoid asking
+        |  or #[+a("https://stanfordnlp.github.io/CoreNLP/") CoreNLP], which were
+        |  created as platforms for teaching and research. The main difference
+        |  is that spaCy is integrated and opinionated. spaCy tries to avoid asking
         |  the user to choose between multiple algorithms that deliver equivalent
-        |  functionality.  Keeping our menu small lets us deliver generally better
+        |  functionality. Keeping the menu small lets spaCy deliver generally better
         |  performance and developer experience.
     +item #[strong spaCy is not a company].
         |  It's an open-source library. Our company publishing spaCy and other