The 2026 midterms are unfolding in a world where a political question can be answered before anyone clicks a link.
ChatGPT can summarize a candidate’s history and accomplishments in seconds. Google’s AI tools can place a ready-made explanation at the top of search. These platforms assemble their own account of a candidate, issue or race from the information they find online.
For campaigns, the question is simple: What story will the answer engine tell?
That question sits at the heart of political answer engine optimization (or political AEO), the practice of strengthening the public information AI systems find and use when answering political questions.
To see how political AEO is shaping the midterms, Orchestra partnered with AI search intelligence company Evertune on a new report, Winning the AI Vote. The research analyzes 63,000 tested prompts across six answer engines, combining a national look at political AI discovery with a case study of the Georgia Senate race. Evertune estimates that people ask these platforms nearly 650,000 questions each week related to Democrats or Republicans.
The findings show an AI visibility race already taking shape, with some sources and campaigns giving answer engines far more to work with than others.
News coverage leads the source mix. Explanatory reporting can keep shaping AI answers well after publication, especially when it gives clear context around a candidate or issue. Campaign and government websites add another important layer.
The Georgia case study shows how much the depth of that material can matter. Jon Ossoff’s congressional site was cited nearly eight times as often as Mike Collins’s, with answer engines drawing from 71 Ossoff pages and nine Collins pages. The difference becomes clearer when you look at what those pages contain. Ossoff’s site offers detailed information on legislation, funding and results in Georgia communities, giving answer engines a deeper pool of material to use when answering questions about him and his work.
The platform matters too. ChatGPT and Google’s AI search experiences build political narratives differently, drawing on different sources and surfacing them in different ways. For campaigns, that means understanding each environment on its own terms and paying attention to whether the story they want to tell is actually coming through.
Inside the report:
- Why some political narratives come through more clearly in AI answers
- Which sources shape the answers voters receive
- How campaign websites and local media influence AI discovery
- Where an early retrieval advantage is forming in Georgia
- What campaigns, elected officials and advocacy organizations can do now
The 2026 campaign playbook now includes the answers voters see before they visit a website, watch a video or open a news story.
Click here to read and download Winning the AI Vote.
