Almanac by Pass_By is an innovative platform that leverages artificial intelligence to offer retailers quick and cost-effective insights into consumer foot traffic patterns. Drawing on over five years of data, including benchmarks from before the pandemic, it provides predictive analytics that can forecast consumer behavior up to three months ahead, which is instrumental in refining store hours and creating effective marketing strategies. Furthermore, Almanac allows users to benchmark points of interest at national, state, local, or customized levels, revealing valuable insights into trends in specific areas to enhance store placement efficiency. The platform features a variety of tools, including custom reporting, analysis of visitor destinations, projections for future visits, and historical visit statistics, all designed to support better decision-making in areas such as store operations, retail strategy, customer insights, and real estate investments. Additionally, with a commitment to privacy, Almanac ensures that all data is anonymized and ethically sourced, thus providing actionable insights without compromising consumer confidentiality. Ultimately, Almanac empowers retailers to adapt swiftly to changing market dynamics and consumer behaviors, ensuring they remain competitive in an evolving landscape.