The cover of the album as well as its subsequent singles is based on a small series of paintings by Belgian artist René Magritte titled: "The Lovers".

[6] The album featured newly recorded versions of "Red is the New Black" and "Juno" (renamed "Juneau") from their "Between Order And Model" EP.

It also features remastered versions of "She Drove Me To Daytime Television" and "Escape Artists Never Die" from Four Ways To Scream Your Name (the latter is slightly remixed).

[10] To celebrate the 10th anniversary of the album, it was repressed on double white 180g vinyl as a limited edition release for Record Store Day 2013.

[4] In 2012, British publication Rock Sound added Casually Dressed & Deep in Conversation into their "101 Modern Classics", placed at number 33, between Lamb of God's As the Palaces Burn and Glassjaw's Worship and Tribute, stating that "‘Casually Dressed…’ evidences a remarkable young band who, on their debut full-length release, were already the finished article, establishing a sound that continues to define an entire generation.