Sevilla Atlético
Baigorri scored his first goal in the second level on 22 September 2007, netting Castellón's second in a 2–2 away draw with Sevilla Atlético. He left the club in June 2010 after it suffered relegation, and returned to Segunda División B by joining AD Ceuta.