Shoot from the Hip

"[2] Writing for musicOMH, Sarah McDonnell highlighted the input from Bernard Butler, feeling that different co-writers make the album "patchy in places" and as a result, Ellis-Bextor's songs "sometimes sound a little self-conscious and clunky, almost a little too earnestly conveying her message".

[7] Nevertheless, McDonnell also stated "whatever you might think of Sophie Ellis-Bextor, you can't fault her determination" and felt that the album is a "good effort and displays an ambition – and potential – to produce consistent, high quality, intelligent pop music".

Hoffman further judged "there's enough variety to keep the album from sagging, particularly as things turn slightly darker and moodier towards the latter half with the spiky 'You Get Yours' and the odd, haunted 'The Walls Keep Saying Your Name'."

"[1] While McDonnell compared lead single "Mixed Up World" to material by the Pet Shop Boys,[7] Lucy Davies of BBC Music felt that track is similar to "the best 80s PWL creations".

[8] Although singling out the final two tracks (positively comparing the strings in "Hello, Hello" to Andrew Lloyd Webber and questioning why "Physical" is a hidden track when it "encapsulates Sophie; knowingly dead-pan with a little wink tipped at the listener"), Davies used a line from opening song "Making Music" to say the album is largely "making music by numbers"—calling the two songs Boyd contributes vocals on "naff" and the rhyming on "Party in My Head" "cringe worthy".