Can you provide an example URL?
Search bookmarks and search engines open a search URL with the search query in the URL.
If the ChatGPT website you want to query does not provide a URL interface that includes the prompt you won't be able to do it that simple.
The website you linked likely uses form and form data transmission instead of URLs.
So you'll need to look for alternative approaches or accept it without direct access/shortcuts.