Hi all, looking for some tool suggestions based on the requirement below.

I have a substantial database of potential leads (million +) that all tick a couple of boxes of my target demographic but I'd like to mine further to assess relevance based on additional details that can be captured from LinkedIn.

Given the large dataset I'm looking for a way to automate the following:

Trawl through my database, for each line item, cross reference to see if there is a corresponding LinkedIn account. If there is, attempt to scrape additional details based on the public profile. I'm looking to capture key words and phrases in their descriptions and experience as well as their current job titles. I'd like to weight each line item with a relevance score based on a number of pre-determined key words/phrases that are identified.

I'd like this information populated in a new, filtered down dataset that I can then use to reach out with connection requests on LinkedIn.

Is anyone here familiar with any existing tools that can do the above that they can suggest? I'd be keen to hear your thoughts, stories, advice, opinions on the matter. Incidentally a colleague mentioned this can be created using UI Path (RPA) but before I explore that option I'd like to find out if anyone has come across any existing COTS/SaaS applications that can achieve the desired results.

Thanks!