Search engines dominate the flow of information, shaping our understanding of the world. However, their algorithms, often shrouded in secrecy, can perpetuate and amplify existing societal biases. These bias, stemming from the data used to train these algorithms, can lead to discriminatory results. For instance, queries about "best website doctors"