Finding top talent feels like searching for needles in digital haystacks. You scroll through LinkedIn, check Twitter, browse GitHub, and still miss qualified candidates. People aggregators solve this problem by bringing scattered candidate data into one place. Understanding People Aggregators in Recruitment A people aggregator is software that gathers candidate information from multiple online sources.