diff --git a/appdx-segwit.asciidoc b/appdx-segwit.asciidoc
index f76c085b..8f325abf 100644
--- a/appdx-segwit.asciidoc
+++ b/appdx-segwit.asciidoc
@@ -44,7 +44,7 @@ Offline Signing Improvement :: Segregated Witness signatures incorporate the val
 
 ==== How Segregated Witness Works
 
-At first glance, Segregated Witness appears to be a change to how transactions are constructed and therefore a transaction-level feature, but it is not. In fact, Segregated Witness is also a change to how individual UTXO are spent and therefore is a per-output feature.
+At first glance, Segregated Witness appears to be a change to how transactions are constructed and therefore a transaction-level feature, but it is not. Rather, Segregated Witness is a change to how individual UTXO are spent and therefore is a per-output feature.
 
 A transaction can spend Segregated Witness outputs or traditional (inline-witness) outputs or both. Therefore, it does not make much sense to refer to a transaction as a “Segregated Witness transaction.” Rather we should refer to specific transaction outputs as “Segregated Witness outputs."