Now if you have list of possible phytochemical than try to separate by developing mobile phase for TLC and than go for preparative TLC or HPTLC for analysis.
Nuclear magnetic resonance (NMR), gas chromatography-mass spectrometry (GC-MS), liquid chromatography-mass spectrometry (LC-MS) and other analyses can be used to detect components.