While the hosts have taken maximum points from both of their last two league fixtures, their visitors from Rio Grande do Sul already look set for another season of struggle, after narrowly escaping the drop last year.
Match preview
After a year away from the club, 1994 World Cup-winner Jorginho stepped back into the dugout as head coach of Atletico Goianiense in May, and the former Bayern Munich full-back's influence has led to an upturn in fortunes over recent weeks.
Since the sacking of Umberto Louzer, things have progressed along a generally positive trajectory at the club from the central state of Goias, and Atletico have lost just one of their last five league matches - posting three wins in the process.
Last week, consecutive victories over Avai and Fluminense helped Dragao to inch up the table from their previously lowly station, setting them up nicely for Thursday night's clash with Brasileiro leaders Palmeiras.
Having also progressed to the knockout stage of the Copa Sudamericana, a total of 13 points from their opening 11 matches of the campaign keeps Atletico amid the thick of a tightly-packed section of the standings, and improving on last term's ninth-placed league finish remains very much within range.
Certainly, having exited the relegation zone of late, their absolute minimum aim will be to avoid the trapdoor back to Serie B, from where they last emerged in 2019.
Juventude, meanwhile, left the second tier as recently as 2021, and though they ultimately finished 16th in their first Serie A campaign for over a decade, their start to the current season suggests it could be a tough road ahead for the team from Caxias do Sul.
Three successive losses before travelling to Goias will undoubtedly sap confidence in Eduardo Baptista's squad, and the experienced coach has not yet been able to solve his side's defensive woes - they lead the league in goals conceded so far.
Juve continued to leak goals at a rate of two per game in their most recent outings, and following a 2-0 defeat at Corinthians last weekend, their 2-1 loss at the hands of Santos on Wednesday was particularly disheartening.
Leading by a goal approaching half-time, with what turned out to be the only shot on target they would manage all game, the Alviverde saw midfielder Yuri sent off during first-half stoppage time and then went on to concede twice after the interval.
Despite slumping to second from bottom of the Serie A standings, though, Juventude are still only three points from safety, and victory on Sunday would haul them level with their in-form opponents.
Atletico Goianiense Brasileiro form:
Atletico Goianiense form (all competitions):
Juventude Brasileiro form:
Team News
Having recently switched from centre-forward to the right flank, Atletico striker Wellington Rato should continue to play out wide on Sunday, with Diego Churin again leading the line; Luiz Fernando featuring on the left of the hosts' attacking trident.
However, the defensive duo of Dudu (ankle) and Wanderson (muscular) both remain unavailable due to injury, while Gabriel Baralhas and Edson Fernando are also doubtful.
Meanwhile, Juventude coach Eduardo Baptista has intimated that he now intends to utilise his most experienced players more, to help reverse a worrying trend of results.
To that end, well-travelled striker Ricardo Bueno made his comeback last week, after being left out of the starting XI since the second round, and he should partner Paraguayan loanee Isidro Pitta up front.
Though goalkeeper Felipe Alves and defender Paulo Miranda remain on the treatment table, both are expected to return within the next few weeks, while the absence of suspended Yuri could be covered by Darlan Mendes, who is currently on loan from Gremio.
Atletico Goianiense possible starting lineup:
Ronaldo; Hayner, Edson, Ramon, Jefferson; Marlon, Baralhas, Rickson; Rato, Churin, Fernando
Juventude possible starting lineup:
Cesar; Matheus, Forster, Thalisson; Alves, Kim, Jadson, Mendes, Capixaba; Ruiz, Pitta
We say: Atletico Goianiense 2-0 Juventude
With home advantage against a side struggling to keep the back door shut, Atletico are well-placed to register another three points this weekend, while prolonging Juve's misery.
Despite a recent reshuffle in attack, the visitors have also been lightweight up front this term, so may not even trouble the scorers.