I looked at all sites of SO and couldn't find any suitable to ask this question but posting here as nearest match to scenario

After 1 months research I basically give up on getting all URL's from a search results programmatically,

I looked at Google Search API to find a way to get millions of search results "URL's" to be specific to a text file or something relative but no success, but I am 100% there must be a way or trick of doing it.

Real Question :

Is there anyway programmatically or manually I can get 1000+ search results (URLs using search query e.g. "Apple" returns million of results on google and I want as much as possible URLs of them results in a text file)