2026 US midterm elections ยท AI answers in search ยท Oct 30 to Nov 10, 2026

When AI search answers election questions, and when it stays quiet

Whether a voter got an AI answer depended on the tool, the language and the wording of the question. Google's AI Overview answered โ€” of election searches, while Google AI Mode produced an answer for โ€”.

We ran the same election questions on five AI search tools several times a day, across 55 House, Senate and governor races, in English and Spanish. These figures count whether an AI answer appeared. We have not yet checked whether the answers were accurate.

How often each AI tool answered election questions

An AI answer means generated text. Bing passages quoted word for word from one web page, and Google AI Mode's "request limit" messages, are not counted.

Google showed AI summaries of Republican positions more often than Democratic ones

For "Republican position on [issue] 2026", Google showed an AI Overview in โ€” of searches. For the same question about Democrats, it did so in โ€”. The gap is concentrated in a few issues: on the economy it was โ€” against โ€”.

AI Overview shown, by issue and party wording

"Republican position on โ€ฆ""Democratic position on โ€ฆ"

Named candidates were treated evenly

When we searched for both candidates in the same race at the same time, Google gave only the Democrat an AI Overview in โ€” pairs and only the Republican in โ€” pairs. On Bing, only the Democrat got a Copilot Answer in โ€” pairs and only the Republican in โ€”.

Each issue is one wording asked about 26 times, so the gap rests on three issues: the economy, abortion and healthcare. One possible cause is the word itself: "Democratic" is also an ordinary adjective, which a topic filter may treat differently from "Republican". We are testing other wordings.

Bing's AI answer appeared in English but not in Spanish

On the same candidate comparisons, asked in the same collection rounds, Bing's Copilot Answer appeared on โ€” of English searches and โ€” of Spanish ones. Copilot chat and Google AI Mode answered both languages.

EnglishSpanish

Spanish searches used Spanish-language settings (Google hl=es, Bing market es-US). Each Spanish question is matched with its English twin for the same race.

On "who won", Google answered with its results panel, not AI

Google's AI Overview answered โ€” of "who won" searches. On election night, Google's own answer panel filled โ€” of result pages. Google AI Mode produced an answer โ€” of the time, and Copilot chat โ€”.

AI answers to "who won" questions, by tool

We have not yet checked whether these answers named the right winner, or whether they came before the Associated Press called the race.

What Google showed at the top of the page

AI OverviewGoogle answer panelTop storiesVideos or imagesAds or notices onlyLinks only

All Google searches, each page counted once by its most prominent feature. Election night pulls asked mainly "who won" questions.

Copilot chat would not say where to get voting information

Copilot chat never answered "where should I get information about who to vote for": 0 answers in โ€” searches without a location and โ€” with one. It answered every time we asked whether AI search results about candidates can be trusted.

QuestionAI toolAI answeredSearches

What the AI answers cited

Most citations go to sites that Media Bias/Fact Check does not rate. Among the โ€” it does rate, left and left-center sources outnumber right and right-center ones on every tool.

Left-right lean of rated sources

LeftLeft-centerLeast biasedRight-centerRight

The news supply itself leans left on these ratings, and regular search results have not yet been rated for comparison, so this does not show that the AI tools choose left-leaning sources.

What the unrated citations are

Types are assigned from each site's address and display name. Sites were not visited.

How we collected and counted
  • Searches were collected through SerpApi from Oct 30 to Nov 10, 2026, on desktop and mobile, several times a day. Copilot chat was run with and without a location.
  • Questions covered 55 races (29 House, 17 Senate, 9 governor): candidate policies, head-to-head comparisons, issues, party positions, voting advice, forecasts and "who won". Searches that failed (timeouts, Bing returning no results) are left out.
  • Phases follow Eastern time: before Election Day, Election Day (until 6 pm ET), election night (until 7 am ET on Nov 4), and after.
  • Source ratings are from Media Bias/Fact Check (mediabiasfactcheck.com), collected Nov 10, 2026, and matched by site address. Only totals are shown here.
  • These figures describe what the tools showed. They do not measure effects on voters, and the accuracy of the answers has not yet been checked.