Welcome to the forum, Stephanie!
You wrote, "There was no baptism in the OT." I believe that there was and it was recorded in the Tanakh. Here's why.
John, the cousin of Jesus, is called “the Baptist.” The Greek word that's used, baptistés, means “one who immerses,” and this Greek word was assimilated into the English language by way of Latin and Old French.
Historically, the Israelites practiced ritual immersion for ceremonial cleansing and dedication (see also what Elisha commanded Naaman the Syrian in 2 Kings 5:14). They immersed themselves in water from natural sources such as from rain, a spring, or a river. These natural sources are called "living water." For people who accepted the teachings of John the Immerser, this ceremony demonstrated their repentance, spiritual cleansing, and consecration, committing themselves to turn away from of their personal sins.
Solomon's Temple included 10 shallow basins (1 Kings 7:38) and a large bronze "sea" for the priests to wash in (2 Chronicles 4:6). The custom of ritual immersion is also currently practiced among people of the Jewish faith, who use the Hebrew word, mikvah (spellings vary) rather than the Greek word, baptizó (Strong's Greek 907).
You might also contrast immersion with the time when Jesus washed his disciples' feet, especially noting what Jesus told Peter in John 13:10, "The one who has bathed does not need to wash, except for his feet, but is completely clean. And you are clean, but not every one of you."
Hope this helps.