Isolation and genetic analysis of circulating fetal cells from billions of maternal cells in peripheral blood are the cornerstone of fetal cell-based non-invasive prenatal testing. Inspired by the hierarchically multivalent architecture for enhanced capture of nature, an aptamer-based Hierarchically mUltivalent aNTibody mimic intERface (HUNTER) was designed with a tremendous avidity effect for highly efficient capture and non-destructive release of fetal cells. It was engineered by grafting Y-shaped DNA nanostructures to a linear polymer chain, creating a flexible polymer chain with bivalent aptamer side chains. This hierarchical arrangement of the aptamer ensures morphological complementarity, collective multiple-site interaction, and multivalent recognition between the aptamer and target cells. In combination with a deterministic lateral displacement (DLD)-patterned microdevice named as HUNTER-Chip, it achieves a binding affinity over 65-fold and a capture efficiency over 260%-fold due to the combination of hierarchically designed aptamers and frequent cell-ligand collision created by DLD. Moreover, a nuclease-assisted cell release strategy facilitates the release of fetal cells for gene analysis, such as fluorescence in situ hybridization. With the advantages of high affinity, excellent capture efficiency, and compatible downstream analysis, the HUNTER-Chip holds great potential for non-invasive prenatal diagnosis.