The move followed the historic declaration earlier in the month by U.S. President Donald Trump, formally recognizing Jerusalem as the capital of Israel and deciding to move the American embassy from Tel Aviv to the holy city.
"We spoke about the excellent relations that we have had as nations since Guatemala supported the creation of the state of Israel", Morales wrote.
"We are in contact with at least ten countries, some of them in Europe" to discuss the move, deputy foreign minister Tzipi Hotovely told public radio.
Guatemala and neighbouring Honduras were two of only a handful of countries to join Israel and the United States, which has pledged to move its embassy to Jerusalem, in voting against the U.N. resolution. Netanyahu said on Twitter, "It is just the beginning and it is important".
Israeli Prime Minister Netanyahu praising the decision said, "God bless you my friend, President Morales!"
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'The state of Palestine will act with regional and worldwide partners to oppose this illegal decision'.
Israel called Guatemala's vote "courageous".
Two-thirds of United Nations member states on Thursday voted for a resolution rejecting Trump's controversial move, reaffirming that the status of Jerusalem must be resolved through negotiations. Adding that, "the state of Palestine considers this as a flagrant act of hostility against the inalienable rights of the Palestinian people and global law". Nineteen years later, in June 1967, Israel captured the eastern side, expanded the city's boundaries and annexed it - an act that was never recognised internationally. Palestinians want East Jerusalem as the capital of a state they want to establish in the occupied West Bank and in the Gaza Strip.
President Trump's December 6 announcement, that the USA would change decades of US policy and recognize Jerusalem as Israel's capital, was met with clashes between Palestinian protesters and Israeli security forces.
Mr Trump did not set any timetable for moving the US Embassy from Tel Aviv to Jerusalem, and neither did Guatemalan President, Jimmy Morales.