diff --git a/utils/helpers.py b/utils/helpers.py
index a63690c..f23ce6e 100644
--- a/utils/helpers.py
+++ b/utils/helpers.py
@@ -54,7 +54,7 @@ class AsyncCrawler(object):
 
     async def get_source(self, url=None):
         '''
-        Obtains the page's source.
+        Obtains the URL's source, provided it is HTML.
         '''
         async with self.semaphore:
             async with self.client_session.head(url, timeout=5) as head:
@@ -70,13 +70,12 @@ class AsyncCrawler(object):
                         return source
                     except Exception:
                         return None
-            else:
-                print('{0} - {1}'.format(head.headers['Content-Type'], url))
 
 
     def find_all_urls(self, source=None):
         '''
-        Find all URLs in a page's source.
+        Find all URLs in a page's source. Returns a list of URLs which have
+        been validated as local to the starting URL.
         '''
         urls = []
 
@@ -93,12 +92,21 @@ class AsyncCrawler(object):
 
 
     async def run(self, urls=None):
+        '''
+        Crawls a batch of URLs of any size (resource usage is bounded by n
+        semaphores (where n = concurrency). Returns a set of URLs to be added
+        to the list of URLs which need to be crawled (find_all_urls only returns
+        unseen URLs).
+        '''
         tasks = []
         all_urls = set()
         for url in urls:
+            # mark the URL as seen.
             self.crawled.add(url)
+            # create an coroutine to crawl the URL.
             tasks.append(self.crawl_url(url))
 
+        # wait for all tasks to complete.
         for task in asyncio.as_completed(tasks):
             urls = None
             try:
@@ -107,6 +115,7 @@ class AsyncCrawler(object):
             except Exception as e:
                 print(e)
 
+            # add the URLs to a set to be returned.
             if urls:
                 for url in urls:
                     all_urls.add(url)
@@ -115,15 +124,22 @@ class AsyncCrawler(object):
 
 
     async def main(self):
+        '''
+        Runs a crawl with batches of URLs. Once complete returns a list of all
+        crawled URLs.
+        '''
         self.client_session = aiohttp.ClientSession(headers=self.headers)
         to_crawl = []
         to_crawl.append(self.baseurl)
 
         while len(to_crawl) > 0:
             discovered_urls = await self.run(urls=to_crawl)
+            # empty toe crawl list and then add all newly discovered URLs for
+            # the next iteration.
             to_crawl.clear()
             to_crawl.extend(discovered_urls)
 
+        # close the ssions once all URLs have been crawled.
         await self.client_session.close()
 
         return self.crawled