Yes, you can scape the web without a browser. You can use the request library to get the html data and then use BeautifulSoup to find elements or extract data. To get html data without opening the browser, you can use the following code:
url = "<Enter the page url here>"
soup = BeautifulSoup(page.text, 'html.parser')