Artificial intelligence is reshaping the global economy — and it needs somewhere to live. That somewhere, increasingly, is rural America. As the buildout of data centers and rural America intersect at an accelerating pace, farmers, local officials, and rural residents are being forced to reckon with a set of trade-offs they were never asked about.
New survey data makes one thing clear: rural Americans are worried — and for good reason.
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The Rural Land Rush Nobody Voted For
Data centers are the physical backbone of AI. Every search query, every cloud upload, every AI-generated output runs through a facility packed with servers, cooling systems, and power infrastructure. These facilities are enormous. Modern AI-scale data centers require anywhere from 500 to 800 acres of developable land — and they need that land flat, accessible, and cheap.
That description fits agricultural land almost perfectly.
According to the Pew Research Center, while 87% of existing data centers are located in urban areas, 67% of planned new facilities are slated for rural communities. Even more striking: 39% of those planned data centers are being built in counties that currently have none. The rural buildout of AI infrastructure is not a future possibility — it is already underway.
The intersection of data centers and rural America is no longer a policy abstraction. It’s showing up in county commission meetings, on farm leases, and in electricity bills.
What Rural Residents Are Actually Worried About
The Gardner Food and Agricultural Policy Survey (GFAPS), conducted in February 2026 with approximately 1,000 U.S. adults, asked respondents to rate their level of concern about AI and data center development on a scale of one to seven. Three specific issues were tested: electricity costs, water overuse, and agricultural land conversion.
All three scored above the midpoint. Here’s what stood out.
Electricity costs topped the list — and rural residents felt it most. The average worry score for electricity costs was 5.17 out of 7 nationally. But among rural respondents specifically, that number climbed to 5.41. Rural residents were 11 percentage points more worried about electricity costs than their urban counterparts, and 8 percentage points more worried than suburban respondents.
Agricultural land conversion was the second most pressing concern, with rural respondents registering higher anxiety than both urban and suburban groups. When farmers and rural landowners watch neighbouring parcels convert from crop production to server farms, that concern is grounded in direct observation, not abstraction.
Water use rounded out the top three concerns, with an average national worry score of 4.77 out of 7. While urban residents were slightly more worried about water (44.5% classified as “very worried”), rural communities — which often depend on shared aquifers and smaller water systems — have legitimate exposure here as well.
The pattern across all three issues points to the same underlying reality: data centers and rural America are on a collision course, and rural residents are aware of it.
Why Electricity Costs Hit Rural Areas Hardest
The electricity concern deserves closer examination because the mechanism varies by state — and the financial exposure is real.
In regulated states like Virginia, utilities can build generation and grid infrastructure specifically to serve data centers and then recover those costs across the broader ratepayer base. That means ordinary households and farm operations may subsidise the power needs of a facility they never asked for.
In partially deregulated states like Illinois, data centers can influence wholesale energy and capacity market prices, again pushing costs toward ordinary consumers. Transmission and distribution upgrades needed to serve these large new loads are frequently borne by existing customers through regulated cost recovery.
By 2030, energy requirements for data centers are projected to more than double in Illinois and triple in Indiana, Michigan, Minnesota, and Wisconsin. That kind of demand growth — concentrated in regions with significant agricultural economies — is not a niche utility planning problem. It is a structural shift in rural energy markets.
For farm operations running irrigation systems, grain dryers, cold storage, and processing equipment, a sustained increase in electricity costs is not an abstract concern. It directly affects input costs and margins.
The Jobs Promise: Tempered Expectations Required
Proponents of data center development frequently lead with jobs. And it is true that during the construction phase, these projects can generate significant local employment and economic activity.
But the operational reality is more modest. Outside construction, data centers employ relatively few people in ongoing roles related to operations, maintenance, and security. Research consistently shows that the employment benefits of data centers are often overstated relative to the size and cost of the infrastructure involved.
In Illinois, for example, 115 data centers in operation in 2024 directly employed close to 10,000 people — a meaningful number, but modest relative to the $131 million in state tax revenue and $127 million in local tax contributions the sector generated. Property tax revenue is real and can be significant, but its magnitude depends heavily on what tax incentives are extended to attract the developer in the first place.
Communities weighing data centers and rural America need to do the maths on net fiscal impact after incentives — not just gross revenue projections.
There is also the housing dimension. Data centers have been shown to increase local property values, which benefits existing owners. But those same increases raise costs for renters and prospective homeowners, creating pressure on workforce housing in rural communities that often have limited stock to begin with.
The Asymmetry Problem: Small Towns vs. Big Companies
Perhaps the most underappreciated dimension of the data centers and rural America dynamic is the structural imbalance between the parties involved.
When a hyperscale data center operator targets a rural county for development, they bring specialised lawyers, engineers, financial analysts, and site-selection consultants who have done this dozens of times. On the other side of the table sits a part-time county commissioner, a volunteer mayor, and a planning board with a limited budget and no prior experience negotiating a facility of this scale.
That asymmetry is not theoretical. It plays out in zoning hearings, tax abatement negotiations, and utility agreements across rural America every year. Smaller communities do not want to miss legitimate economic development opportunities — but they also cannot afford to make 20-year commitments based on incomplete information.
Penn State Extension has produced a guide specifically designed to equip rural communities with the right questions to ask potential data center developers. Those questions cover power generation and usage commitments, water intake and discharge volumes, land use and zoning implications, workforce projections, and the full structure of tax incentives versus tax contributions.
Any rural community in early-stage discussions with a data center developer should be working through that checklist — and seeking independent legal and financial advice before signing anything.
What the F&B Supply Chain Should Be Watching
For professionals across the food and beverage supply chain, the data centers and rural America story has several direct implications.
Farmland availability and pricing in key agricultural regions may tighten as data center developers compete for large, flat, rural parcels. This is not yet a systemic constraint, but it is worth monitoring in regions with high data center development activity — particularly the Midwest and Mid-Atlantic.
Agricultural electricity costs in regulated and partially deregulated states are likely to face upward pressure as data center load growth triggers infrastructure investment that is socialised across ratepayers.
Water access in water-stressed regions may become increasingly contested as data centers — which require significant water for liquid cooling — compete with agricultural users drawing from shared sources.
Local economic dynamics in rural food-producing communities will be shaped by the job creation, housing cost, and fiscal effects of data center development — all of which flow into the cost and availability of rural agricultural labour.
These are not immediate crises. But they are structural shifts in the operating environment for agricultural production, rural logistics, and food processing — and supply chain professionals should have them on their radar.
Key Takeaways
The survey data is clear: rural Americans are more worried about the impact of data centers than their urban and suburban peers — especially when it comes to electricity costs and farmland conversion. Those concerns reflect genuine and well-founded exposure, not unfamiliarity with economic progress.
As the buildout of AI infrastructure accelerates, the intersection of data centers and rural America will produce both opportunities and risks. The communities and industries best positioned to navigate that intersection will be the ones that understand the mechanics, ask the right questions early, and insist on transparency from developers before commitments are made.
The server farms are coming. The question is whether rural America will negotiate the terms — or simply absorb the consequences.
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Frequently Asked Questions
Why are data centers increasingly being built in rural areas?
Modern AI-scale data centers require 500 to 800 acres of land — sometimes more. Rural areas offer large, flat, affordable parcels that are difficult to assemble in urban or suburban markets. Pew Research Center data shows 67% of planned new data centers are targeted at rural communities.
How do data centers affect electricity costs for rural residents?
In regulated states, utilities can recover infrastructure costs associated with serving data centers across all ratepayers, including households and farms. In deregulated markets, large data center loads can influence wholesale energy prices. By 2030, data center energy demand is projected to triple in several Midwestern states.
Do data centers create many jobs in rural communities?
Construction phases can generate significant short-term employment. Ongoing operational employment is more modest — and research suggests the job creation benefits are frequently overstated in developer projections.
What questions should rural communities ask data center developers?
Penn State Extension has published a guide covering power and water usage commitments, zoning and land use implications, workforce projections, and the net fiscal impact after tax incentives. Independent legal and financial advice is strongly recommended before any agreements are signed.
How does data center development affect agricultural land?
Farmland — flat, large, and relatively affordable — is increasingly targeted for data center development. This can affect long-term availability and pricing of agricultural land in affected regions, particularly in the Midwest and Mid-Atlantic.
Sources
- Farmdoc / Gardner Food and Agricultural Policy Survey (GFAPS Wave 16, February 2026): https://farmdocdaily.illinois.edu
- Penn State Extension – Community Guide to Data Center Questions: https://extension.psu.edu
- UVA Weldon Cooper Center for Public Service – Midwest Energy Projections: https://weldon.virginia.edu
- Pew Research Center – Data Center Location Research (Seets and Radde, 2026): https://pewresearch.org
