Recorded over four days in a Rochdale mill in August 2023, "Spot Land" marks the first time Paddy Shine has handled all production and mixing duties for a GNOD release. Paddy, the only constant member on all five tracks, is joined by fellow founder Chris Haslam, Alex Macarte, Raikes Parade, and Al Wilson, each playing multiple instruments over the album's 40-minute runtime. The absence of vocal credits is offset by the use of sampled voices, adding a rich texture to the music. Highlights include the serene "Luz Natural," the rhythm-forward "Dream On," and the abstract "Kapal Bhati." The band's jamming and improvisational approach, paired with Paddy's careful editing, result in a cohesive and immersive listening experience. Chris Haslam's illustrative cover artwork complements the music's organic process, mirroring the band's intuitive and fluid creation style.