"Another Sad Love Song" received widespread acclaim from music critics and earned Braxton her first-ever Grammy Award for Best Female R&amp;B Vocal Performance at the 36th Annual Grammy Awards. It proved to be a success, giving Braxton her first top ten hit on the US "Billboard" Hot 100 and the Adult Contemporary, while narrowly missing the top position of "Billboard"s &lt;a href="Hot%20R%26amp%3BB/Hip-Hop%20Songs"&gt;Hot R&amp;B/Hip-Hop Songs&lt;/a&gt; by peaking at number two. Internationally, the song reached the top twenty in Canada and the United Kingdom, the top thirty in Iceland and the Netherlands, and the top forty in Scotland and on a composite Eurochart Hot 100.