diff --git a/README.md b/README.md
index d676716..a99fbcd 100644
--- a/README.md
+++ b/README.md
@@ -247,24 +247,28 @@ $client->task->summarizeConversation([
 }
 ```
 
-#### ➡️ Categorize Conversation
+#### ➡️ Categorize Conversations
 
-* **Method:** `$client->task->categorizeConversation(data)`
-* **Reference:** [Categorize Conversation](https://docs.mirage-ai.com/references/api/v1/#categorize-conversation)
+* **Method:** `$client->task->categorizeConversations(data)`
+* **Reference:** [Categorize Conversations](https://docs.mirage-ai.com/references/api/v1/#categorize-conversations)
 
 * **Request:**
 
 ```php
-$client->task->categorizeConversation([
-  "transcript" => [
+$client->task->categorizeConversations([
+  "conversations" => [
     [
-      "from" => "customer",
-      "text" => "Hello! I have a question about the Crisp chatbot, I am trying to setup a week-end auto-responder, how can I do that?"
-    ],
+      "transcript" => [
+        [
+          "from" => "customer",
+          "text" => "Hello! I have a question about the Crisp chatbot, I am trying to setup a week-end auto-responder, how can I do that?"
+        ],
 
-    [
-      "from" => "agent",
-      "text" => "Hi. Baptiste here. I can provide you an example bot scenario that does just that if you'd like?"
+        [
+          "from" => "agent",
+          "text" => "Hi. Baptiste here. I can provide you an example bot scenario that does just that if you'd like?"
+        ]
+      ]
     ]
   ]
 ]);
@@ -277,7 +281,9 @@ $client->task->categorizeConversation([
   "reason": "processed",
 
   "data": {
-    "category": "Chatbot Configuration Issue"
+    "categories": [
+      "Chatbot Configuration Issue"
+    ]
   }
 }
 ```
diff --git a/resources/Task.php b/resources/Task.php
index e6ade24..af0a2af 100644
--- a/resources/Task.php
+++ b/resources/Task.php
@@ -28,8 +28,8 @@ public function summarizeConversation($data) {
     return $this->parent->_post("/task/summarize/conversation", $data);
   }
 
-  public function categorizeConversation($data) {
-    return $this->parent->_post("/task/categorize/conversation", $data);
+  public function categorizeConversations($data) {
+    return $this->parent->_post("/task/categorize/conversations", $data);
   }
 
   public function rankQuestion($data) {