diff --git a/scrapypuppeteer/request.py b/scrapypuppeteer/request.py
index 6c14739..95ae735 100644
--- a/scrapypuppeteer/request.py
+++ b/scrapypuppeteer/request.py
@@ -1,6 +1,6 @@
 from typing import Union
 
-from scrapy.http import Request, Response
+from scrapy.http import Request
 
 from scrapypuppeteer.actions import GoTo, PuppeteerServiceAction
 
@@ -15,7 +15,6 @@ def __init__(self,
                  context_id: str = None,
                  page_id: str = None,
                  close_page: bool = True,
-                 response: Response = None,
                  **kwargs):
         """
 
@@ -27,14 +26,9 @@ def __init__(self,
         :param close_page: whether to close page after request completion;
                            set to False, if you want to continue interacting
                            with the page
-        :param response: a response which this request follows; if target page URL
-                         can't be inferred from action, it is set to response.url
         :param kwargs:
         """
-        if not action and 'url' in kwargs:
-            action = kwargs.pop('url')
-        elif 'url' in kwargs:
-            kwargs.pop('url')
+        url = kwargs.pop('url', None)
         if isinstance(action, str):
             url = action
             navigation_options = kwargs.pop('navigation_options', None)
@@ -42,10 +36,9 @@ def __init__(self,
             action = GoTo(url, navigation_options=navigation_options, wait_options=wait_options)
         elif isinstance(action, GoTo):
             url = action.url
-        elif response is not None:
-            url = response.url
-            kwargs['dont_filter'] = True
-        else:
+        elif not isinstance(action, PuppeteerServiceAction):
+            raise ValueError('Undefined browser action')
+        if url is None:
             raise ValueError('Request is not a goto-request and does not follow a response')
         super().__init__(url, **kwargs)
         self.action = action
diff --git a/scrapypuppeteer/response.py b/scrapypuppeteer/response.py
index e20b743..942b2d0 100644
--- a/scrapypuppeteer/response.py
+++ b/scrapypuppeteer/response.py
@@ -1,5 +1,4 @@
 from typing import Union
-from urllib.parse import urljoin
 
 from scrapy.http import Response, TextResponse
 
@@ -33,11 +32,14 @@ def follow(self,
         """
         page_id = None if self.puppeteer_request.close_page else self.page_id
         if isinstance(action, str):
-            action = urljoin(self.url, action)
+            action = self.urljoin(action)
         elif isinstance(action, GoTo):
-            action.url = urljoin(self.url, action.url)
+            action.url = self.urljoin(action.url)
+        else:
+            kwargs['url'] = self.url
+            kwargs['dont_filter'] = True
         return PuppeteerRequest(action, context_id=self.context_id, page_id=page_id,
-                                close_page=close_page, response=self, **kwargs)
+                                close_page=close_page, **kwargs)
 
 
 class PuppeteerHtmlResponse(PuppeteerResponse, TextResponse):
@@ -45,6 +47,7 @@ class PuppeteerHtmlResponse(PuppeteerResponse, TextResponse):
     scrapy.TextResponse capturing state of a page in browser.
     Additionally exposes received html and cookies via corresponding attributes.
     """
+
     def __init__(self, url, puppeteer_request, context_id, page_id, **kwargs):
         self.html = kwargs.pop('html')
         self.cookies = kwargs.pop('cookies')
@@ -58,6 +61,7 @@ class PuppeteerJsonResponse(PuppeteerResponse):
     Response for CustomJsAction.
     Result is available via self.data object.
     """
+
     def __init__(self, url, puppeteer_request, context_id, page_id, **kwargs):
         self.data = kwargs
         super().__init__(url, puppeteer_request, context_id, page_id)
@@ -68,6 +72,7 @@ class PuppeteerScreenshotResponse(PuppeteerResponse):
     Response for Screenshot action.
     Screenshot is available via self.screenshot as base64 encoded string.
     """
+
     def __init__(self, url, puppeteer_request, context_id, page_id, **kwargs):
         self.screenshot = kwargs.get('screenshot')
         super().__init__(url, puppeteer_request, context_id, page_id, **kwargs)
diff --git a/setup.py b/setup.py
index e892cb2..8830d67 100644
--- a/setup.py
+++ b/setup.py
@@ -7,7 +7,7 @@
 
 setup(
     name='scrapy-puppeteer-client',
-    version='0.0.4',
+    version='0.0.5',
     description='A library to use Puppeteer-managed browser in Scrapy spiders',
     long_description=long_description,
     long_description_content_type="text/markdown",