diff --git a/src/khoj/processor/operator/browser_operator.py b/src/khoj/processor/operator/browser_operator.py
index 8b347034..7ecaf0be 100644
--- a/src/khoj/processor/operator/browser_operator.py
+++ b/src/khoj/processor/operator/browser_operator.py
@@ -6,7 +6,7 @@ import os
 from abc import ABC, abstractmethod
 from copy import deepcopy
 from datetime import datetime
-from typing import Callable, List, Literal, Optional, Union
+from typing import Callable, List, Literal, Optional, Set, Union
 
 import requests
 from anthropic.types.beta import BetaContentBlock, BetaMessage
@@ -224,6 +224,8 @@ class BrowserEnvironment(Environment):
         self.page: Optional[Page] = None
         self.width: int = 1024
         self.height: int = 768
+        self.visited_urls: Set[str] = set()
+        self.excluded_urls = {"about:blank", "https://duckduckgo.com", "https://www.bing.com", "https://www.google.com"}
 
     async def start(self, width: int = 1024, height: int = 768) -> None:
         self.width = width
@@ -242,6 +244,16 @@ class BrowserEnvironment(Environment):
         default_context = self.browser.contexts[0] if self.browser.contexts else await self.browser.new_context()
         self.page = default_context.pages[0] if default_context.pages else await default_context.new_page()
 
+        # Define a handler for page load events to capture URLs
+        async def handle_load(loaded_page: Page):
+            url = loaded_page.url
+            if url and url not in self.excluded_urls and url not in self.visited_urls:
+                logger.debug(f"Page loaded: {url}")
+                self.visited_urls.add(url)
+
+        # Listen for load events on the main page
+        self.page.on("load", handle_load)
+
         # Define a handler for new pages
         async def handle_new_page(new_page: Page):
             # Get the target URL of the new page
@@ -1211,4 +1223,7 @@ async def operate_browser(
         if environment and not safety_check_message:  # Don't close browser if safety check pending
             await environment.close()
 
-    yield safety_check_message or response
+    yield {
+        "text": safety_check_message or response,
+        "webpages": [{"link": url, "snippet": ""} for url in environment.visited_urls],
+    }
diff --git a/src/khoj/routers/api_chat.py b/src/khoj/routers/api_chat.py
index ab9bf5b7..6b12d12c 100644
--- a/src/khoj/routers/api_chat.py
+++ b/src/khoj/routers/api_chat.py
@@ -1233,8 +1233,16 @@ async def chat(
                 ):
                     if isinstance(result, dict) and ChatEvent.STATUS in result:
                         yield result[ChatEvent.STATUS]
-                    elif isinstance(result, str):
-                        operator_results.append(result)
+                    else:
+                        operator_results.append(result["text"])
+                        # Add webpages visited while operating browser to references
+                        if result.get("webpages"):
+                            if not online_results.get(defiltered_query):
+                                online_results[defiltered_query] = {"webpages": result["webpages"]}
+                            elif not online_results[defiltered_query].get("webpages"):
+                                online_results[defiltered_query]["webpages"] = result["webpages"]
+                            else:
+                                online_results[defiltered_query]["webpages"] += result["webpages"]
             except ValueError as e:
                 program_execution_context.append(f"Browser operation error: {e}")
                 logger.warning(f"Failed to operate browser with {e}", exc_info=True)
diff --git a/src/khoj/routers/research.py b/src/khoj/routers/research.py
index 6b62dee8..2daf6c23 100644
--- a/src/khoj/routers/research.py
+++ b/src/khoj/routers/research.py
@@ -416,9 +416,18 @@ async def execute_information_collection(
                 ):
                     if isinstance(result, dict) and ChatEvent.STATUS in result:
                         yield result[ChatEvent.STATUS]
-                    elif isinstance(result, str):
-                        operator_results = result  # type: ignore
+                    else:
+                        operator_results = result["text"]  # type: ignore
                         this_iteration.operatorContext = operator_results
+                        # Add webpages visited while operating browser to references
+                        if result.get("webpages"):
+                            if not online_results.get(this_iteration.query):
+                                online_results[this_iteration.query] = {"webpages": result["webpages"]}
+                            elif not online_results[this_iteration.query].get("webpages"):
+                                online_results[this_iteration.query]["webpages"] = result["webpages"]
+                            else:
+                                online_results[this_iteration.query]["webpages"] += result["webpages"]
+                            this_iteration.onlineContext = online_results
             except Exception as e:
                 this_iteration.warning = f"Error operating browser: {e}"
                 logger.error(this_iteration.warning, exc_info=True)