American voters are witnessing something no electorate has seen before: the first midterm election where AI-generated political ads are a routine fixture on television and social media.
Researchers at the Wesleyan Media Project, who have studied political advertising since 2010, have tracked roughly $80 million in spending on almost 170 unique ads that use AI this cycle, according to reporting from the Dayton Daily News and Al Jazeera. The money is not evenly distributed. Republican candidates and their backers were behind 80 percent of these ads, the group found.
How Much Are Campaigns Spending on AI Political Ads in 2026?
About $80 million has been spent on nearly 170 AI-generated political ads in the 2026 midterms, according to the Wesleyan Media Project. Republican candidates and their supporters account for roughly 80 percent of that spending, based on data from media reports, student coders, and the ad tracking firm AdImpact.
As reported by CT Mirror, the Wesleyan project documented a clear national uptick in AI campaign advertising heading into the final stretch before November 3. The trend is visible in high profile races, including California's governor's contest, where ABC10 reported that AI-generated content has become a visible and controversial part of the campaign.
The spending surge mirrors a broader flood of tech money into politics. A CNBC analysis of Federal Election Commission records found that 14 of the 20 largest donors this cycle have backed Republicans, together accounting for $1.2 billion. Venture capitalists Marc Andreessen and Ben Horowitz have put roughly $91.3 million into politics, while OpenAI co-founder Greg Brockman and his wife Anna have given $50 million.
What Are States Doing About Election Deepfakes?
According to the National Conference of State Legislatures, 31 states now have election deepfake laws. Twenty eight require disclosures on AI content, while Maryland, Minnesota, and Texas prohibit certain election deepfakes outright, even when the content carries an AI warning label.
California and Texas enacted the first such laws back in 2019, but most states adopted theirs in 2024 or later, as reported by Governing. Louisiana joined the list in June 2026 with a law requiring clear warnings on AI ads that depict a candidate saying or doing something that never happened.
Enforcement remains messy. Minnesota law generally bans deepfakes in political ads, yet an ad featuring synthetic video of Democratic Senate candidate Peggy Flanagan aired in May 2026 anyway, according to the Dayton Daily News. Whether it violated state law is uncertain, since the statute requires the media be so realistic that a reasonable person would be deceived.
Can Washington Regulate AI in Elections?
Not effectively right now. Weeks before Election Day, the Federal Election Commission lacks the quorum needed to enforce campaign finance law, CBS News reported. In July, Reps. Mike Lawler, a New York Republican, and Josh Gottheimer, a New Jersey Democrat, asked the FEC, Justice Department, and Homeland Security to coordinate on AI-driven threats to election integrity and press AI companies on their safeguards.
The urgency is grounded in voter behavior. A September survey released by the American Association of Political Consultants found that a quarter of likely voters use AI tools daily, and at least 38 percent have gotten information about candidates or voting from AI search summaries. A separate national study by the AAPC Foundation found that 20 percent of AI users turned to the technology for political issues, elections, or voting, according to WXYZ in Detroit.
The Center for Democracy and Technology has warned that AI-powered voter outreach through text messaging is moving faster than the legal frameworks meant to govern it. That gap matters enormously for campaigns running automated contact programs at scale.
How Does AI Change Voter Outreach Strategy?
AI is transforming outreach in two directions at once. Campaigns use it to generate ads, script calls, and personalize texts, while voters increasingly use AI tools themselves to research candidates. That dual shift means campaigns must optimize both their messaging and their visibility in AI-generated answers.
Smart campaigns are treating this as an operational question, not just a compliance one. Live phone banking remains the gold standard for persuasion because a real conversation cuts through synthetic noise. Tools like HyperPhonebank let campaigns scale authentic voter contact with an instant quote, which is exactly the kind of human touch that stands out when voters are drowning in AI slop.
Data discipline matters more than ever too. With synthetic media blurring what voters believe, campaigns need accurate modeling to know which voters to reach and what messages resonate. HyperPulse offers synthetic polling and AI prediction that helps strategists test messaging before it hits the airwaves. For deeper context on outreach tactics, our phone banking coverage tracks how the practice is evolving alongside regulation.
What Should Campaigns Do Before November 3?
First, audit your state's disclosure rules. With 31 states enforcing deepfake laws and most requiring disclaimers, a compliance mistake in late October can become a defining story. Second, assume voters will fact check you with AI tools, since millions already do.
Third, invest in outreach channels voters still trust. When a quarter of likely voters consult AI daily and synthetic ads flood their feeds, a genuine live conversation carries unusual weight. Campaigns that combine rigorous data, compliant creative, and real human contact will be best positioned when the votes are counted. To build that kind of program, explore our campaign services or contact our team before the window closes.