No my dear, this is absolutely not for attracting love. For that you use any one of these Rose Quartz, Rhodochrosite or Morganite.
I will share one trick with you
Place a rosebud or rose petals, few drops of rose essential oil and a rose quartz crystal in a bottle, keep it at your bed side. At night burn a pink candle anointed with rose essential oil. It will work on your love life
Bedore keeping the crystal in bottle for 3 days initially hold the crystal everyday for minimum 20 minutes in silence and set whatever intention you want, then place it on your heart for another 10 mins and after 3 days u can do the bottle trick.
Wish you loads of love and happiness