if u are tracking keyword rankings, manually checking snippets is a waste of time. this script uses
BeautifulSoup
to extract all h3 headers and title tags from a specific search result url. it helps identify if competitors are using
long-tail keywords in their headings.
import requestsfrom bs4 import BeautifulSoupurl = "https://www.google.com/search?q=seo+tools"headers = {"User-Agent": "Mozilla/5.0"}response = requests.get(url, headers=headers)soup = BeautifulSoup(response.text, 'html.parser')titles = [t.get_text() for t in soup.find_all('h3')]print(titles)>always check the user-agent string or you will get blocked immediately.the real trick is to compare these titles against ur own
and find the gaps where they are outranking you . it makes analyzing the
competition muchh faster. yeah.