A second generation of lipid-linked oligosaccharide probes, fluorescent neoglycolipids, has been designed and synthesized for ligand discovery within highly complex mixtures of oligosaccharides. The aminolipid 1,2-dihexadecyl-sn-glycero-3-phosphoethanolamine (DHPE), which has been used extensively to generate neoglycolipids for biological and structural studies, has been modified to incorporate a fluorescent label, anthracene. This new lipid reagent, N-aminoacetyl-N-(9-anthracenylmethyl)-1, 2-dihexadecyl-sn-glycero-3-phosphoethanolamine (ADHP), synthesized from anthracenaldehyde and DHPE gives an intense fluorescence under UV light. Fluorescent neoglycolipids derived from a variety of neutral and acidic oligosaccharides by conjugation to ADHP, by reductive amination, can be detected and quantified by spectrophotometry and scanning densitometry, and resolved by TLC and HPLC with subpicomole detection. Antigenicities of the ADHP-neoglycolipids are well retained, and picomole levels can be detected using monoclonal carbohydrate sequence-specific antibodies. Among O-glycans from an ovarian cystadenoma mucin, isomeric oligosaccharide sequences, sialyl-Lea- and sialyl-Lex-active, could be resolved by HPLC as fluorescent neoglycolipids, and sequenced by liquid secondary-ion mass spectrometry. Thus the neoglycolipid technology now uniquely combines high sensitivity of immuno-detection with a comparable sensitivity of chemical detection. Principles are thus established for a streamlined technology whereby an oligosaccharide population is carried through ligand detection and ligand isolation steps, and sequence determination by mass spectrometry, enzymatic sequencing and other state-of-the-art technologies for carbohydrate analysis.