Felix Sanchez's team is keeping its expectations in check for the South American championship despite snatching the Asian title from a lowly world ranking of 93, AFP reported.
But it is hard to overstate its achievement in going from zero points at the last Asian Cup to a first continental title in record-breaking style.
It also means that resource-rich Qatar is finally making headlines for the right reasons after the turbulence that has surrounded its successful bid to host the World Cup.
Almoez Ali's bicycle kick epitomized a stylish win as it sparked Qatar's 3-1 final victory over Japan and broke Ali Daei's 23-year-old mark for goals at a single Asian Cup.
"I'm sorry for breaking Mr. Daei's record," a humble Ali said after scoring his ninth of the tournament.
"I expected to score goals – maybe three or four – but I didn't expect to score nine," he added.
Fittingly for a team that has punched above its weight, Akram Afif struck a boxing-style pose as he celebrated the late penalty that ended Japan's resistance.
Qatar conceded just one goal all tournament and scored 19, winning all seven games and beating former champions Saudi Arabia, Iraq and South Korea, as well as Japan.
Qataris also thrived in a hostile environment in the UAE owing to the ongoing Persian Gulf blockade, with their fans largely barred from visiting and home spectators pelting them with shoes and bottles in the semifinals.
The title raised the beguiling possibility of Qatar being crowned champion of both Asia and South America, when it competes at the Copa America as a guest in June-July.
But Ali said the Copa was all about learning for Qatar, continuing the methodical approach which has already paid dividends.
"We're not expecting to win, but just to learn because after the World Cup, the Copa America is the biggest competition in the world," Ali said.
"The weakest teams are in Asia, Asia is the weakest continent for football so in the Copa America we will learn more.”
After spending many millions of petro-dollars on its world-class Aspire Academy, and scouring the world for top coaches, Qatar is beginning to recoup its investment.
Head coach Sanchez led Qatar to its first Asian under-19 title in 2014, and they reached the semifinals at last year's Asian under-23s – where Ali was also the top-scorer.
Afif clocked up a tournament-record 10 assists and formed a devastating partnership with Ali, underlining Qatar's cohesion in both defense and attack after years spent playing together.
"We've been together seven years so I know exactly where Akram will be, where he will pass and he always knows what to expect from me," Ali said.
"That's normal after all the time we've spent playing together. We get along very well together too."
Qatar's win sparked jubilant scenes back home in Doha but for the team, bigger goals now lie ahead.
"This is one step more to continue developing the team, to play another tournament in the summer and to be ready in 2022 to represent Qatar in the World Cup," Sanchez said.