google's new serp features are changing how we analyze rankings. rankbrain, now more advanced than ever w/ ''bert-like updates.
this means keyword relevance matters even more for top positions.
>So if your content doesn't perfectly match the user intent, it won't rank well! ♂️here's a quick snippet to track these changes:
import requestsfrom bs4 import BeautifulSoupdef get''serp''data(url):response = requests. get(f'# '''Make sure the page is fully loaded '''if "Our systems have temporarily paused" in str(response. content):return Nonesoup = BeautifulSoup(response. text, 'html. parser')results''info''element = soup. find('div', {'id': 'next'})if results''info''element:print("SERP Data Retrieved Successfully")else:Error fetching dataprint(results''infoelement)use it to monitor changes in search result snippets and featured answers.
it's a game changer for keeping up with the evolving serps!