Which website hosts a continuous compensation and benefits survey based on data gathered from visitors to the site?

PayScale is the correct choice because it is specifically designed to provide comprehensive data on compensation and benefits through continuous surveys and user submissions. The platform enables employees and employers to report their salaries and benefits, which generates a rich dataset that can be analyzed for trends and benchmarks in compensation. This interactive approach allows users to tailor their searches based on industry, location, and experience level, offering a personalized view of what individuals in similar positions are earning.

The other websites listed, while they do provide some compensation data, do not primarily focus on gathering and reporting continuous survey data from visitors in the same comprehensive manner as PayScale. For instance, Glassdoor features salary information primarily sourced from employee reviews, while Indeed aggregates job listings and offers salary data but does not provide the same level of ongoing survey engagement. LinkedIn serves as a professional networking site and also provides salary insights but does not operate a continuous compensation survey in the same way PayScale does.