In 2006 Franjić sent their recordings to the Pula Art & Music festival demo competition on which they eventually won the second place and were praised for a unique rock expression.

The success at the festival gave them an opportunity to release a studio album through a major record label Dancing Bear.

[4] During the same year, the two were joined by Predrag Marković "Peđa" (guitar) and Goran Ljubić "Goger" (drums), thus Goribor was officially formed.

[6] The band recordings, consisting of six tracks, appeared on the tenth edition of the various artists compilation Bombardiranje New Yorka vol.10 (The Bombing of New York City Vol.10), released by Slušaj Najglasnije!

[13] In 2005, Stojković started writing new material and together with Ljubić on guitar and Marković on bass he recorded the demo album Hoću kući (I Want To Go Home), released by the end of the same year.

[3] After the album release, Stojković, with Marković on guitar and the new member Predrag Trajković "Peda" (rhythm machine) performed at the Bor library and a local club.

[14] During the spring of 2006, the lineup featuring Stojković on vocals, Ljubić and Marković on guitar and Trajković rhythm machine had had their first performances in Niš and Sopot after which Franjić informed them about a demo competition festival in Pula.

[15] Due to the positive critics of the Pula performance, the Croatian association Tempus Fugit decided to organize a Goribor solo concert in Zagreb.

[16] On October 2 of the same year the band held a performance at the Zagreb KSET and the recording from the concert had been released by Slušaj Najglasnije!

[4] In January 2007, owing to the success at the Pula Art & Music festival, the band was pronounced the debut act of the year 2006 at the Serbian webzine Popboks annual critics list.

[19] In March of the same year, the band had appeared on the PGP RTS various artists compilation Jutro će promeniti sve?

[20] At the time, the band signed a contract with the Croatian major record label Dancing Bear for which, with the famous Pula producer Edi Cukerić, who had previously worked with The Bambi Molesters, Gustafi and Hladno Pivo,[21] they started recording their debut album consisting of a selection of tracks from Ono što te ne ubije, to te osakati and Hoću kući.

[22] On April 21 of the same year, the band performed at the Belgrade SKC as an opening act for Supernaut, featuring the guest appearance by Jarboli member Danijel Kovač on acoustic guitar.

[30] On November 11, 2007, the band released their eponymous debut studio album Goribor (Burningbor) through Dancing Bear in Croatia and Automatik Records in Serbia,[15][31] being the first Serbian band to release an album under a Croatian major record label since the outbreak of the Yugoslav wars.

[32] The album, produced by Edi Cukerić, featured guest appearances by a number of musicians, Marko Quarantotto (drums), Davor Milovan "Bili" (Gustafi member, bass), Zoran Angeleski "Šizo" (The Chweger member, drums), Leon Brenko (keyboards, piano, vibraphone), Saša Petković (drums), Bonzo (banjo), Predrag Ljuna (harmonica), Miro Kusačić (guitar), Tonči Pavlinović (bongos), Marija Kuhar (vocals), Morin Kudić (vocals), Alen Rosanda (guitar), Edi Cukerić and Ivo Lorencin (programs and samples).

[49] The Belgrade performance, also featuring a projection of the documentary about Zdenko Franjić entitled Oči u magli (Eyes in the Fog), featured Stojković and Ljubić with a guest appearance by Luka Papić "mangulicaFM" on lap-top, focusing mainly on the material from the upcoming studio album, including the songs "Ljubavi moja" ("My Love"), "Svi ti ljudi" ("All Those People") and "Grad" ("The Town").

[52][53] The following year, Stojković released the poetry book Ne možeš mnogo ali možeš malo (You Cannot Do a Lot But You Can Do a Little), featuring the material from the 2003 Svet je moj ali ima vremena and the 2008 Princ Bez Horsa (A Prince without Horse) book, combined with new poems, published by Rende.