Doublecortin-like kinase 1 (DCLK1) is a bi-functional protein classified as a Microtubule-Associated Protein (MAP) and as a serine/threonine kinase that plays a critical role in regulating microtubule assembly. This understudied kinase is upregulated or mutated in a wide range of cancers. Knockdown studies have shown that DCLK1 is functionally important for tumour growth. However, the presence of tissue and development specific spliced DCLK1 isoforms and the lack of systematic evaluation of their biological function have challenged the development of effective strategies to understand the role of DCLK1 in oncogenesis. Recently, DCLK1-IN-1 was reported as a potent and selective DCLK1 kinase inhibitor, a powerful new tool to dissect DCLK1 biological functions. Here, we report the crystal structures of DCLK1 kinase domain in complex with two DCLK1-IN-1 precursors and DCLK-IN-1. Combined, our structural data analysis illuminates and rationalises the structure-activity relationship that informed development of DCLK1-IN-1 and provides the basis for DCLK1-IN-1 increased selectivity. We show that DCLK1-IN-1 induces a drastic conformational change of the N-lobe, which uncovered a new allosteric site. In addition, we demonstrate that DCLK1-IN-1 binds DCLK1 long isoforms with high affinity but does not prevent DCLK1 MAP function. Together, our work outlines the need for in-depth studies to rationally design of isoform-specific modulators and provides an invaluable structural platform to further the design of selective DCLK1 therapeutic agents.