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Selenium WebDriver not identifying SEO meta tags in dynamically loaded content on AWS-hosted application

👀 Views: 0 💬 Answers: 1 📅 Created: 2025-09-09
selenium aws seo python

I'm migrating some code and I'm maintaining legacy code that I just started working with Currently developing a cloud-based application on AWS where SEO optimization is crucial for our visibility... My challenge involves using Selenium WebDriver to scrape SEO meta tags from pages that load content dynamically via JavaScript. The issue arises when the page initially loads and the meta tags are not present in the static HTML. To tackle this, I’ve tried using explicit waits to ensure that the elements have time to load, but it appears that the meta tags are sometimes missed due to timing issues. Here’s a snippet of the code I’m using: ```python from selenium import webdriver from selenium.webdriver.common.by import By from selenium.webdriver.support.ui import WebDriverWait from selenium.webdriver.support import expected_conditions as EC # Setup WebDriver driver = webdriver.Chrome() try: driver.get('https://example.com') # Wait for the meta tags to be present WebDriverWait(driver, 10).until( EC.presence_of_element_located((By.CSS_SELECTOR, 'meta[name="description"]')) ) # Extract the meta description description = driver.find_element(By.CSS_SELECTOR, 'meta[name="description"]').get_attribute('content') print(description) finally: driver.quit() ``` Despite incorporating waits, the meta tags still show as `None` on certain pages. I’ve also experimented with JavaScript execution via `driver.execute_script` to force the loading of these elements, but that hasn’t produced any positive results either. As a side note, the application is deployed using Elastic Beanstalk, and I’m wondering if any environmental factors could be influencing the loading sequence. Are there any best practices for scraping SEO metadata from dynamically generated content in such environments? Any insights would be greatly appreciated! My development environment is Linux. Has anyone else encountered this? I appreciate any insights! What would be the recommended way to handle this? This is my first time working with Python LTS. Thanks for any help you can provide! This is happening in both development and production on Windows 11.