Gonyautoxin 1/4 (GTX1/4) are potent marine neurotoxins with significant public health impact. However, the ethical issues and technical defects associated with the currently applied detection methods for paralytic shellfish toxin GTX1/4 are pressing further studies to develop suitable alternatives in a regulatory monitoring system. This work describes the first successful selection, optimization, and characterization of an aptamer that bind with high affinity and specificity to GTX1/4. Compared to the typical MB-SELEX, GO-SELEX, an advanced screening technology, has significant advantages for small molecular aptamer development. Furthermore, we truncated GTX1/4 aptamer and obtained the aptamer core sequence with a higher K_d of 17.7 nM. The aptamer GO18-T-d was then used to construct a label-free and real-time optical BLI aptasensor for the detection of GTX1/4. The aptasensor showed a broad detection range from 0.2 to 200 ng/mL GTX1/4 (linear range from 0.2 to 90 ng/mL), with a low detection limit of 50 pg/mL. Moreover, the aptasensor exhibited a high degree of specificity for GTX1/4 and no cross reactivity to other marine toxins. The aptasensor was then applied to the detection of GTX1/4 in spiked shellfish samples and showed a good reproducibility and stability. We believe that this novel aptasensor offers a promising alternative to traditional analytical methods for the rapid detection of the marine biotoxin GTX1/4.