- Betty Who – vocals (all tracks); gang vocals (track 1); keyboards (track 12); additional instrumentation, piano, programming (track 13); executive producer
- Helene Valvatne Andås – back tray image
- John August – backing vocals, gang vocals (tracks 3, 12); additional programming (track 12)
- Pran Bandi – engineering (track 4)
- Lindsey Cook – A&R
- Chris Gehringer – mastering
- Serban Ghenea – mixing (tracks 2–4, 9, 12)
- Erwin Gorostiza – creative director
- John Hanes – engineering for mix (tracks 2–4, 9, 12)
- David Ryan Harris – additional instrumentation, guitar, guitar solo, keyboards, production, programming (track 11)
- Michelle Holme – art direction, design
- Marcus Johnson – engineering assistance (tracks 3, 9, 12)
- Martin Johnson – acoustic guitar (track 3); additional instrumentation, backing vocals, gang vocals, keyboards, piano (tracks 3, 12); bass, electric guitar, engineering, percussion, production, programming (tracks 3, 9, 12)
- Claude Kelly – additional vocal production (track 5)
- Manya Kuzemchenko – cover design
- Mag – additional instrumentation, bass, guitar, keyboards, piano, production, programming (track 1)
- Shane McCauley – photography
- Molly McCook – additional backing vocals (track 12)
- Kyle Moorman – additional production, engineering (tracks 3, 9, 12); programming (tracks 3, 12); gang vocals (track 3)
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- Jessica Newham – gang vocals (track 3)
- Vaughn Oliver – mixing (tracks 7, 8); additional instrumentation, guitar, keyboards, production, programming (track 8)
- Brandon Paddock – additional production, engineering, programming (tracks 3, 9, 12); gang vocals (tracks 3, 12); bass (track 9)
- Nick Price – gang vocals (track 4)
- Mike Roberts – additional engineering (track 1); engineering (tracks 2, 4); mixing (tracks 10, 11)
- Max Schad – mixing (tracks 5, 13)
- Ethan Schiff – management
- John Schmidt – engineering assistance (track 9)
- Starsmith – drum programming, keyboards, mixing, production, synthesizer (track 6)
- Peter Thomas – bass (track 1); additional instrumentation, programming (tracks 1, 2, 4, 5, 8, 10–13); keyboards (tracks 1, 2, 4, 5, 8, 10, 11); production (track 1, 2, 4, 7, 8, 10–13); guitar (tracks 1, 2, 4, 8, 10–12); gang vocals (tracks 1, 3); piano (tracks 1, 13); additional production (track 3); executive producer
- Jay Vice – engineering (tracks 1, 13); vocal production (tracks 1, 5, 6, 8, 13); additional vocal production (tracks 10, 11); additional programming (track 13)
- Eric Von – engineering (tracks 10, 11)
- Miles Walker – mixing (track 1)
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