How big is the opposition to AI data centers?
Big, and it moved fast. Within about a year, support for local data centers went from mixed to clearly negative across nearly every group pollsters track.
The Annenberg Public Policy Center found something telling: between March and mid-2026, Americans' general views on AI barely changed, but opposition to a data center in their own area rose 12 points. Heatmap Pro counted at least 20 proposed projects canceled in the first quarter of 2026 after public pushback.
What are people worried about?
- Electricity bills. Pollsters point to power costs as a main driver. People worry that utilities will pass the cost of serving huge new loads on to households and small businesses.
- Water. Many facilities use large amounts of water for cooling, which matters in places already managing supply.
- Who benefits. Residents question how many permanent local jobs these facilities create compared with the land, power and tax incentives involved.
- Who decides. Many projects arrive through deals residents learn about late, which breeds distrust on its own.
These aren't fringe concerns. They cut across party lines, and they deserve real answers from the companies and officials involved.
What do supporters of data centers argue?
Supporters point to property tax revenue for local governments and schools, construction work, investment in power infrastructure, and keeping AI development in the United States rather than overseas. Some officials argue that communities that block projects are turning away money other towns will gladly take. Whether those benefits outweigh the costs depends heavily on the specific deal, which is why the local fights matter.
Is the backlash really about data centers?
Partly, but not only. A 2026 Milltown poll reported by Axios found that just 8% of people who oppose data centers know of one near their home, and Pew found that living near one has little effect on people's views. For many people, the data center is the most visible symbol of an industry they don't trust.
That matters to you as a business owner, because a customer may bring that same feeling to the chat window on your website.
Does my small business's AI use make a difference?
Honestly: one shop's chat assistant isn't what gets a data center built. Large-scale demand from big companies and hundreds of millions of users drives that. But "my share is small" is an argument everyone can make, so I don't lean on it. What a small business can control is whether its AI use is worth it.
- Use AI where it does real work. Answering calls you'd otherwise miss, following up on quotes, reminding people of appointments. Those have a clear payoff.
- Skip AI for novelty. Generating a new AI image for every post, or pumping out blog filler nobody reads, adds little and feeds the "AI slop" frustration people already feel.
- Keep it lean. Assistants built to answer briefly and hand off do their job without generating pages of text nobody needs.
- Be open about it. A short "How we use AI" note on your site does more for trust than any argument about energy.
Where I stand
I think AI can help small businesses compete with much bigger ones, and I've built my business on that. I also think communities should have a real say in what gets built next to them, including fair terms on power costs and honest numbers on water and jobs. Wanting both isn't a contradiction.
What should I say if a customer brings it up?
Don't argue and don't get defensive. Something like this works:
A response you can adapt
"That's a fair concern, and a lot of people share it. We only use AI for a few behind-the-scenes things, like answering the phone after hours so nobody gets voicemail and sending appointment reminders. A person handles every job, and if you'd rather skip the assistant, just call or text and ask for me."
Frequently asked questions
Why are so many people opposed to AI data centers?
Polls point mainly to concerns about higher electricity costs, water use for cooling, few permanent local jobs, and projects approved without much community input. Distrust of the AI industry in general plays a large part too.
Should my small business stop using AI because of data center concerns?
That's your call. A single small business has little effect on where data centers get built, but you can limit AI to uses with a clear payoff, avoid throwaway AI content, and tell customers how you use it.
Do customers who oppose data centers avoid businesses that use AI?
Some do. A 2026 Gartner survey found half of U.S. consumers would prefer brands that don't use generative AI in customer-facing content. Being open about limited, useful AI reduces that risk.
How should I respond if a customer criticizes my use of AI?
Acknowledge the concern, explain specifically what you use AI for, and offer a direct way to reach a person. Arguing about the technology rarely helps.
Keep reading
Sources
- Gallup, Americans Oppose Data Centers in Their Area (May 2026). https://news.gallup.com/poll/709772/americans-oppose-data-centers-area.aspx
- Heatmap Pro poll summary (Aug 2026). https://letsdatascience.com/news/local-opposition-complicates-us-data-center-expansion-fc9c5f37
- Annenberg Public Policy Center survey, via PhillyVoice. https://www.phillyvoice.com/data-center-opposition-survey-polling/
- Newsweek on the Data Center Opposition Report. https://www.newsweek.com/americans-are-increasingly-turning-data-centers-12234599
- Techstrong on Compass/Embold poll and Heatmap Pro cancellations. https://techstrong.it/?p=97321
- Axios, Data centers become the face of AI backlash (June 2026). https://axios.com/2026/06/22/ai-data-center-backlash-poll
- Washington Examiner on the Politico/Public First poll (July 2026). https://www.washingtonexaminer.com/?p=4656664
- Klaviyo, consumer trust in AI (cites 2026 Gartner survey). https://www.klaviyo.com/solutions/ai/consumer-trust-in-ai