Pregnant women are generally excluded from clinical research over safety concerns. However, demands to include them in clinical vaccine development have intensified after recent COVID-19, Ebola, and Lassa fever outbreaks given the disproportionate effect of these diseases on pregnant women and/or their foetuses. Numerous studies highlighted the scarcity of safety data for therapeutic interventions in pregnant women. Nevertheless, only a small number have assessed the number of vaccine trials including this population. Therefore, we searched for phase 3 and 4 vaccine clinical trials in healthy populations registered between 2018 and 2023 in clinicaltrials.gov and the International Clinical Trial Registry Platform. Out of 400 registered vaccine trials matching our inclusion criteria, 217 (54 %) were industry-sponsored, and 222 (56 %) had COVID-19 as a target. We found 22 studies (6 %) that either were designed for pregnant women or included them as part of a larger population. Out of these 22 trials, 13 were designed specifically for pregnant women; seven of these were maternal vaccines aiming at protecting the foetus, namely pertussis (3), Respiratory Syncytial Virus (RSV) (3), and meningitis plus tetanus (1) vaccines, and six others targeted either flu (3), COVID-19 (2) or Ebola (1). Only the RSV and Ebola vaccine trials were industry-sponsored. We also found that nine studies targeting the general population included pregnant women. These focused on COVID-19 (3), flu (2), COVID-19 + flu (2), Ebola (1), and Hepatitis B (1). None of these studies was industry-sponsored. Our findings show that a gap still exists in terms of pregnant women’s inclusion in vaccine trials. Such a gap needs to be tackled urgently to minimise the devastating effects that a future infectious disease outbreak could have on this population. This study can inform future demands for increased inclusion, especially in industry-sponsored trials, as it provides an overview of the current vaccine trials scene.