US political campaigns are beginning to shape what chatbots tell voters about candidates, using tactics that go well beyond traditional search optimisation. A strategy document prepared for a Massachusetts Republican campaign proposed filling the web with content designed to make AI assistants recommend its candidate.
Watch Desk analysis
What happened
Reuters reports that a presentation prepared for Mike Minogue, who is challenging Massachusetts Governor Maura Healey, proposed creating hundreds of AI-friendly policy pages and citations, placing material on sites chatbots already cite, and tracking how assistants answer political questions. The aim was to make the campaign’s candidate the preferred answer on issues including taxes, housing and public safety.
The report describes this emerging practice as generative engine optimisation, or GEO. It also says campaign advisers offer monitoring and strategy services, with fees ranging from modest monthly software subscriptions to tens of thousands of dollars for more extensive work. The Economic Times report carries Reuters’ reporting on the presentation and interviews with campaign-industry figures.
Why it matters
Voters are asking chatbots about candidates, and the systems draw on material from across the web. That creates a new campaign battleground: not just persuading people directly, but influencing the information a chatbot retrieves and how it frames a recommendation. The report says one industry figure estimates that about a quarter of eligible voters have asked a chatbot about a political candidate when deciding how to vote.
This is a reported strategy, not evidence that the proposed tactics changed any chatbot’s answers or persuaded voters. Still, the incentives are plain. If assistants become a route to election information, campaigns will try to shape what those assistants find. The web, it turns out, has acquired another audience to flatter.
Our read
The useful distinction is between publishing accurate information that helps voters assess a candidate and gaming a system to secure a favourable recommendation. Campaigns have always tried to influence the information environment; AI makes the intermediary harder to see and the methods less familiar. Voters should treat a chatbot’s confident pick as a prompt to check sources, not as an impartial endorsement.
What to watch
- Whether other campaigns disclose using GEO or similar services.
- How chatbot providers explain the sources behind political answers.
- Whether independent researchers test how campaign content changes responses.
Discussion spark: Should campaigns be allowed to optimise their online material for chatbot recommendations, or should AI providers label or limit political answers shaped by that kind of targeting?
Sources and evidence
- Source update (26 October 2026, 10:09 UTC)
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