Why Amazon, Meta and Microsoft Can’t Win Over Data Center Neighbors
Data center backlash is intensifying across the country, even as frontier AI labs pour trillions of dollars into planned data center projects, convinced that scaling up computation is the key to improving artificial intelligence.
The public disagrees. Surveys show more than 60% of Americans now favor limiting new data centers, particularly in their own communities, and the longest-running surveys show that sentiment growing fast. Data center projects worth $68 billion were disrupted by local opponents in the second quarter of 2026 alone, according to tracking firm Data Center Watch.
Why AI Companies Struggle to Explain the Pushback
AI companies and their investors have struggled to reconcile growing demand for their products with mounting opposition to the infrastructure behind them. Some industry explanations, like the idea that opposition stems from secretive foreign meddling, don’t hold up well under scrutiny.
A new report from nonprofit Data & Society offers a deeper look at what’s actually fueling this data center backlash. Built on 18 months of ethnographic fieldwork, researchers interviewed 44 Pennsylvanians between 2024 and 2026, focusing not on measuring the empirical impact of data centers, but on understanding how people actually experience the debate over their construction.
“One of the strengths of ethnography and doing research on the ground for an extended period of time is piercing the bubble of AI hype,” Livia Garofalo, a Data & Society researcher, told TechCrunch. “People are making sense of the dissonances between AI being the next inevitable industrial revolution, and fears about AI.”
From Economic Promise to Political Reversal
When researchers began their work, data centers were being pitched heavily as key to economic development, long before the widespread data center backlash took shape.Governor Josh Shapiro headlined a July 2025 summit celebrating $90 billion in data center and AI infrastructure investment. A year later, Shapiro signed an order imposing new requirements on data center projects and removing them from a regulatory fast-track initiative entirely, a clear sign the political winds had shifted.
Researchers say industry messaging framing AI as simply “inevitable” has landed particularly poorly with Pennsylvania residents. They point to the state’s long history of industrialization, including coal mining, early oil drilling, steel manufacturing, and fracking, experiences that have left residents deeply skeptical of utopian industrial promises.
“People in Pennsylvania especially have incredible experience with industrial change, have deep lineages of industrial trauma, enough to sniff when things don’t feel right to them,” said Maia Woluchem, a program director at Data & Society who co-authored the report.
Notably, trade unions remain among the strongest supporters of these projects, largely because of the potential jobs they represent, even while acknowledging that once built, data centers ultimately employ relatively few people long-term.
There Really Is an Influence Campaign, Just Not the One Industry Warned About
In contrast to industry fears about foreign influence, researchers describe a genuine, organized campaign, just one run by AI boosters themselves. They point to the Data Center Coalition, a trade group that launched websites like “Pennsylvania Connects” to promote projects and spent at least $19,000 lobbying Pennsylvania’s state government last year.
Despite that promotional push, the data center backlash has grown in unexpected ways. Researchers described being surprised by just how diverse the opposition has become, calling it not simply bipartisan, but genuinely post-partisan.
“We don’t want to romanticize that everyone is having this kumbaya moment, [but AI is] forcing people to be in conversation together about futures that they want and presents that they want,” Woluchem said, pointing to a wide range of opposition sources: classic NIMBYs opposed to development generally, people uneasy about AI as a technology and the corporate interests behind it, environmental groups worried about water usage and emissions, and residents with broader, harder-to-define public health concerns.
The Real Trigger: Money, Property, and Broken Trust
What stands out most, though, is how often material self-interest sits right at the center of this data center backlash. Residents worry data center electrical usage will drive up their own power bills, fear declining property values, and grow frustrated with tactics data center developers use to get their way, including asking local officials to sign non-disclosure agreements.
“There is a significant group of people who are just really clued into their town hall meetings and might notice that wow, a representative from Amazon, Meta, Microsoft, showed up here, or a data center developer showed up at my community meeting, that’s a little odd,” Woluchem noted. “And my council person, who I have previously had a relationship with, now won’t talk to me about this sort of thing.”
It’s this patchwork of overlapping motivations that makes anti-data center activism such a genuine challenge for the AI industry to address. There’s no single, simple fix for this range of concerns, because the underlying problem is trust, something that has already plagued the broader AI industry more generally.
“It is an intimate and relational trust that is now being inserted in people’s lives by these industries,” Garofalo said. “I’m alone in my house, and I’m talking to a chatbot, and I’m feeling loved and cared for, and yet I know that this is a commodity, and I know I’m being extracted upon,” a tension that increasingly defines how communities are responding to the AI industry’s rapid physical expansion into their own backyards.