Phosphorodiamidate morpholino oligomers (PMOs) are oligonucleotide analogs that can be used for therapeutic modulation of pre-mRNA splicing. Similar to other classes of nucleic acid-based therapeutics, PMOs require delivery systems for efficient transport to the intracellular target sites. Here, artificial peptides based on the oligo(ethylenamino) acid succinyltetraethylenpentamine (Stp), hydrophobic modifications, and an azide group are presented, which are used for strain-promoted azide-alkyne cycloaddition conjugation with splice-switching PMOs. By systematically varying the lead structure and formulation, it is determined that the type of contained fatty acid and supramolecular assembly have a critical impact on the delivery efficacy. A compound containing linolenic acid with three cis double bonds exhibits the highest splice-switching activity and significantly increases functional protein expression in pLuc/705 reporter cells in vitro and after local administration in vivo. Structural and mechanistic studies reveal that the lipopeptide PMO conjugates form nanoparticles, which accelerate cellular uptake and that the content of unsaturated fatty acids enhances endosomal escape. In an in vitro Duchenne muscular dystrophy exon skipping model using H2K-mdx52 dystrophic skeletal myotubes, the highly potent PMO conjugates mediate significant splice-switching at very low nanomolar concentrations. The presented aminoethylene-lipopeptides are thus a promising platform for the generation of PMO-therapeutics with a favorable activity/toxicity profile.