Personnel
Credits for Most Wanted adapted from Allmusic.
- Chico Bennett – composer, producer
- Julian Bunetta – composer, producer
- Dean Butterworth – drums
- Lauren Christy – composer
- Chris Cox – remixing, producer
- Dead Executives — bass, guitar, producer
- Kevin De Clue – composer, mixing, producer
- Kara DioGuardi – composer
- Haylie Duff – composer, mixing, producer
- Hilary Duff – composer, executive producer, liner notes
- Graham Edwards – Composer
- Fruit – background vocals
- Matthew Gerrard – composer
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- Allan Hessler – assistant engineer
- Jay Landers – executive producer
- Stephen Marcussen – mastering
- Charlie Midnight – composer, producer
- Monique Powell – background vocals
- Andre Recke – composer, executive producer
- Jeff Rothschild – mixing
- Eric Sarafin – mixing
- John Shanks – composer, mixing, producer
- Joel Soyffer – mixing
- Scott Spock – composer
- Denny Weston, Jr. – composer, producer
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