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Article

What Visitation Data Reveals About Industrial Manufacturing Demand Ahead of Tariffs

See how traffic at U.S. manufacturing sites reflects consumer demand and the impact of potential tariffs on output.

By 
R.J. Hottovy
April 22, 2025
What Visitation Data Reveals About Industrial Manufacturing Demand Ahead of Tariffs
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Key Takeaways
  • Foot traffic at manufacturing facilities correlates strongly with official U.S. Census Bureau data and can serve as a reliable indicator of industrial production and demand. 
  • In March 2025, many industrial manufacturers across sectors like aerospace, automotive, and packaging seem to have ramped up production to build inventory and secure supply chains in anticipation of potential reciprocal tariffs, leading to a noticeable surge in facility visitation.
  • Regional analysis of manufacturing visitation data reveals differentiated responses to tariff uncertainty, with states like Idaho and West Virginia experiencing significant increases driven by specific sector demands and proactive inventory building.

Visitation data at manufacturing facilities can shed light on consumer demand and industrial output trends. We dove into the traffic data at a composite of manufacturing facilities across the United States to find out how the potential tariffs are impacting manufacturing output.  

Leveraging Foot Traffic to Analyze Industrial Manufacturing Demand

We recently explored how potential tariffs are shaping consumer behavior and retail visitation trends, but location analytics data also offers valuable insights into industrial manufacturing demand by analyzing employee visitation patterns at production facilities. By tracking foot traffic, analysts can assess workforce activity levels, which often correlate closely with production volumes. For instance, increased visits by employees may signal ramped-up output to meet rising demand, while declining visitation can indicate reduced shifts or slowed operations. This data-driven approach enables businesses and investors to make more informed decisions by monitoring real-time industrial activity and anticipating future demand.

Below, we present visitation data for a composite of manufacturing facilities across more than 80 companies, covering a diverse set of sectors including aerospace and defense, automakers, auto parts, building materials, containers and packaging, machinery, and specialty chemicals. Our dataset includes metrics for both employees (estimated using dwell time) and visitors, who often represent logistics partners delivering raw materials, transporting work-in-progress goods, or picking up finished products. Historically, our composites have shown a strong correlation with U.S. Census Bureau data on new orders for manufactured goods (measured in billions of dollars), with the relationship even stronger when adjusted for calendar shifts and seasonal slowdowns during the November/December holiday period.

Pull Forward of Manufacturing Demand in March 2025

Although the U.S. Census Bureau’s data is not yet out for March 2025, Placer’s aggregated visitation data for manufacturing facilities indicated a pull forward in demand, indicating that companies have accelerated production in anticipation of potential reciprocal tariff implementation. Facing the prospect of rising costs on imported materials and components, many manufacturers ramped up operations to build inventory and secure supply chains ahead of the policy shift. This proactive approach was especially evident in sectors heavily reliant on global sourcing, with visitation data reflecting heightened on-site activity. While this front-loaded demand may offer short-term stability, it also raises concerns about how manufacturers will manage longer-term cost pressures and supply chain challenges if tariffs are enacted.

Year-to-date manufacturing data shows increased activity at facilities in sectors likely to be affected by reciprocal tariffs – such as aerospace and defense, industrial machinery, and packaging and containers – suggesting manufacturers are accelerating production and shipping to get ahead of potential disruptions. Automobile manufacturing, in particular, warrants attention given recent tariff developments. Both Ford and General Motors ramped up production in late March 2025, evidenced by the jumps in visitation to manufacturing facilities in late March and early April. By acting now, these automakers aim to reduce near-term risks while evaluating longer-term adjustments to their sourcing and production strategies. 

Regional Manufacturing Trends 

From a regional perspective, both Idaho and West Virginia saw some of the largest year-over-year increases in manufacturing visitation during March 2025, driven by rising demand in each state’s key industrial sectors. West Virginia experienced heightened activity in the steel sector – including at companies like Nucor – as producers accelerated output and bolstered inventory ahead of potential supply disruptions. Meanwhile, Idaho saw increased visits to basic materials and packaging/container manufacturers, with companies like CRH and Packaging Corporation of America ramping up operations in anticipation of reciprocal tariffs. Idaho also benefited from continued population growth, as noted in our 2024 Migration Trends Whitepaper. Together, these trends highlight how manufacturers in both states are proactively responding to potential pricing volatility and supply chain challenges tied to ongoing trade policy uncertainty.

Strategic Decision-Making Amidst Ongoing Uncertainty 

As tariff-related uncertainty continues to shape business strategies, location analytics offers a powerful lens into how manufacturers are responding in real time. The surge in visitation activity across key sectors and regions in March 2025 underscores a broader trend of companies accelerating production and reinforcing supply chains ahead of potential policy shifts. From automotive to steel and packaging, manufacturers are not only pulling forward demand but also adapting operations to navigate rising input costs and global sourcing challenges. As trade dynamics evolve, continued monitoring of on-site activity through visitation data will be essential for understanding industrial demand, anticipating disruptions, and guiding more strategic decision-making across the supply chain.

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