Vani Institute provides GATE exam preparation and lists the top public sector companies that recruit new engineers based on GATE exam scores, including Bharat Petroleum, Hindustan Petroleum, Indian Oil Corporation, and National Fertilizers. These organizations use the GATE score as a screening tool to fill entry-level engineering positions across various fields.