Has anyone successfully scraped Linkedin at scale or found a way to turn their connections into queryable data?

I’ve used the datasets from https://www.peopledatalabs.com/ in the past, it’s somewhat queryable but if you want the full profile you have to parse the JSON. Getting the full dump isn’t cheap, but their API pricing is reasonable

Building the missing security layer for LLMs @ http://cadea.ai

@hyper PDL is what came to my mind too.

I’ve integrated their apis for much testing, happy to give you a heads up at data&api level if needed.

Are you looking for something specific?