As women keep feeding the world, we must give them the right space in our data collection methods and analysis to make the gaps they encounter visible and find solutions that include those. Therefore, the purpose of this study is to explore the correlation between gender inequality values and food security scores worldwide combined with existing literature and rich studies on the links between gender and food in specific contexts to create powerful insights on the need that the world needs to produce, publish, and use more consistent data on gender equality and food.