This document describes ACAD, an automatic coherence analysis tool for Dutch texts. ACAD allows users to formulate sophisticated search queries across multiple Dutch corpora to analyze coherence relations and connectives. It aims to make analyses more reproducible and transparent. ACAD's search interface Cesar translates queries into XQuery and controls output. It can search corpora like SoNaR and formats like Folia. ACAD's goals are to build this search interface and extend available corpora like newspaper texts and WhatsApp data. Future work includes manuals, investigating other connectives, constructions, and languages. Resulting annotated corpora will be released.