Facebook and Instagram are too cheesy, I want something more genuine.
Often when I search for startups and their founders I can't find information about them on Wikipedia but I find it on Golden.
If it is without permission than it is illegal and people can sue otherwise web scraping is legal.
I don't use LinkedIn but when I stumble upon someone's page, I often see testimonies from their work colleagues about them.