the modern digital age, classic business directories including the Yellow Pages are becoming progressively irrelevant. Entrepreneurs and consumers alike are seeking novel ways to engage, discover, and network with businesses. As technology develops, we must also adapt our business directories, causing the emergence of fresh strategies and platforms that enhance