Capture-recapture methods are essential for estimating hidden populations in fields such as public health and the social sciences. Traditional estimators based on the Poisson distribution often underestimate population sizes when the data exhibit overdispersion. To address this limitation, this study introduced the Zelterman-type and MantelHaenszel-type estimators within the zero-truncated discrete Lindley distribution. The conditional technique was utilized for variance estimation.