diff --git a/backend/reconcile/src/operation_transformation/snapshots/reconcile__operation_transformation__edited_text__tests__calculate_operations.snap b/backend/reconcile/src/operation_transformation/snapshots/reconcile__operation_transformation__edited_text__tests__calculate_operations.snap
index e8a04870..0630f986 100644
--- a/backend/reconcile/src/operation_transformation/snapshots/reconcile__operation_transformation__edited_text__tests__calculate_operations.snap
+++ b/backend/reconcile/src/operation_transformation/snapshots/reconcile__operation_transformation__edited_text__tests__calculate_operations.snap
@@ -8,19 +8,19 @@ EditedText {
     operations: [
         OrderedOperation {
             order: 0,
-            operation: <insert 'Hello, my friend! ' from index 0>,
+            operation: <insert 'Hello, my friend!' from index 0>,
         },
         OrderedOperation {
             order: 0,
-            operation: <delete 'hello world! ' from index 18>,
+            operation: <delete 'hello world!' from index 17>,
         },
         OrderedOperation {
-            order: 21,
-            operation: <insert 'you doing? Albert' from index 26>,
+            order: 20,
+            operation: <insert ' you doing? Albert' from index 25>,
         },
         OrderedOperation {
-            order: 21,
-            operation: <delete 'you?  Adam' from index 43>,
+            order: 20,
+            operation: <delete ' you?  Adam' from index 43>,
         },
     ],
 }
diff --git a/backend/reconcile/src/tokenizer/snapshots/reconcile__tokenizer__word_tokenizer__tests__with_snapshots-2.snap b/backend/reconcile/src/tokenizer/snapshots/reconcile__tokenizer__word_tokenizer__tests__with_snapshots-2.snap
new file mode 100644
index 00000000..892e524c
--- /dev/null
+++ b/backend/reconcile/src/tokenizer/snapshots/reconcile__tokenizer__word_tokenizer__tests__with_snapshots-2.snap
@@ -0,0 +1,6 @@
+---
+source: reconcile/src/tokenizer/word_tokenizer.rs
+expression: "word_tokenizer(\"\")"
+snapshot_kind: text
+---
+[]
diff --git a/backend/reconcile/src/tokenizer/snapshots/reconcile__tokenizer__word_tokenizer__tests__with_snapshots-3.snap b/backend/reconcile/src/tokenizer/snapshots/reconcile__tokenizer__word_tokenizer__tests__with_snapshots-3.snap
new file mode 100644
index 00000000..58d749ef
--- /dev/null
+++ b/backend/reconcile/src/tokenizer/snapshots/reconcile__tokenizer__word_tokenizer__tests__with_snapshots-3.snap
@@ -0,0 +1,15 @@
+---
+source: reconcile/src/tokenizer/word_tokenizer.rs
+expression: "word_tokenizer(\" what? \")"
+snapshot_kind: text
+---
+[
+    Token {
+        normalised: "what?",
+        original: " what?",
+    },
+    Token {
+        normalised: "",
+        original: " ",
+    },
+]
diff --git a/backend/reconcile/src/tokenizer/snapshots/reconcile__tokenizer__word_tokenizer__tests__with_snapshots-4.snap b/backend/reconcile/src/tokenizer/snapshots/reconcile__tokenizer__word_tokenizer__tests__with_snapshots-4.snap
new file mode 100644
index 00000000..4c28a7f3
--- /dev/null
+++ b/backend/reconcile/src/tokenizer/snapshots/reconcile__tokenizer__word_tokenizer__tests__with_snapshots-4.snap
@@ -0,0 +1,23 @@
+---
+source: reconcile/src/tokenizer/word_tokenizer.rs
+expression: "word_tokenizer(\" hello, \\nwhere are you?\")"
+snapshot_kind: text
+---
+[
+    Token {
+        normalised: "hello,",
+        original: " hello,",
+    },
+    Token {
+        normalised: "where",
+        original: " \nwhere",
+    },
+    Token {
+        normalised: "are",
+        original: " are",
+    },
+    Token {
+        normalised: "you?",
+        original: " you?",
+    },
+]
diff --git a/backend/reconcile/src/tokenizer/snapshots/reconcile__tokenizer__word_tokenizer__tests__with_snapshots.snap b/backend/reconcile/src/tokenizer/snapshots/reconcile__tokenizer__word_tokenizer__tests__with_snapshots.snap
new file mode 100644
index 00000000..206c7fee
--- /dev/null
+++ b/backend/reconcile/src/tokenizer/snapshots/reconcile__tokenizer__word_tokenizer__tests__with_snapshots.snap
@@ -0,0 +1,15 @@
+---
+source: reconcile/src/tokenizer/word_tokenizer.rs
+expression: "word_tokenizer(\"Hi there!\")"
+snapshot_kind: text
+---
+[
+    Token {
+        normalised: "Hi",
+        original: "Hi",
+    },
+    Token {
+        normalised: "there!",
+        original: " there!",
+    },
+]