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Hey Jenusartgallery. Extracting backlinks without an API can be tricky, but it's definitely possible. One approach you could try is web scraping. You can use Python libraries like BeautifulSoup and requests to scrape search engine results or other relevant pages for backlinks. For example, performing a Google search query like site:example.com can return a list of indexed pages that might contain backlinks. Just make sure to adhere to Google’s terms of service when scraping their results. Another method could be using tools like Scrapy for more structured scraping, or even checking competitor backlinks using manual methods like using Moz or Ahrefs reports. Good luck, and let me know how it goes.