In our podcast, Sandeep Gupta debunked the myth that CAT preparation takes years. He shared that for students with a decent math background, three months of focused study and one month of test series can be enough. He also recalled cases where students prepared in just 15-30 days and still scored well, proving that strategy matters more than duration.