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Google AI and the 2020 election: AI Mode in the US pointed users to official records instead of naming Biden, and Google says it's 'working to address it'

Google AI and the 2020 election: on October 28, 2026, Fast Company and TheWrap reported that Google Search's AI Mode in the US wouldn't name the winner and pointed to the FEC and National Archives, while the Gemini app answered. Google says it's working to address it. Biden won, with 306 electoral votes.

Two bars on red at the true ratio of the certified 2020 electoral vote, 306 (lit) and 232, titled 306–232

What’s new, in 20 seconds

  1. On October 28, 2026, Fast Company and TheWrap reported that Google Search's AI Mode, asked in the US who won the 2020 presidential election, pointed users to the Federal Election Commission and National Archives instead of naming the winner. TheWrap reported the Gemini app answered directly.
  2. Google replied on Bluesky, and a spokesperson pointed Fast Company to the reply: the Gemini app 'answers this question more fully but this isn't the most helpful response on Search. We're looking into this and working to address it.' On October 29, IBTimes UK reported that Google blamed 'a technical gap with 2020' in a post on X.
  3. The certified result: Joe Biden won the 2020 election with 306 electoral votes to Donald Trump's 232, according to the National Archives. Congress certified the count at 3:44 a.m. on January 7, 2021.
Contents

Google AI and the 2020 election became a story on October 28, 2026, when Fast Company and TheWrap reported that AI Mode, the AI answer feature in Google Search, would not say who won when asked from the US. Instead it pointed users to records from the Federal Election Commission and the National Archives. TheWrap reported that the Gemini app answered the same question directly. Ars Technica covered it the same day under the headline "Google AI gets cagey when asked who won the 2020 elections." Google says the Search answer "isn't the most helpful response" and that it is "working to address it." On October 29, IBTimes UK reported that Google, in a post on X, blamed "a technical gap with 2020." The certified result is not in question: Joe Biden won with 306 electoral votes to Donald Trump's 232, according to the National Archives. It matters because the midterms are on November 3, 2026, and voters are using AI search and chatbots for election questions, as our explainer on AI political ad labels before the midterms describes.

This story is based on reporting by Fast Company, TheWrap, Ars Technica, IBTimes UK and Karl Bode's The Fine Print, Google's Bluesky replies, Google's election posts from December 19, 2023 and September 9, 2026, and the National Archives' 2020 Electoral College results, checked October 29, 2026.

The short version

  • What was reported: in the US, AI Mode answered "who won the 2020 election" by pointing to official records rather than naming Biden. Fast Company reported it named the winners of 2016, 2024 and 2008 without trouble; Ars Technica got a similar non-answer for 2024.
  • Where it differed: Fast Company's UK-based reporter got a direct answer ("Joe Biden won the 2020 United States presidential election"), but saw the US behavior when connecting through a US VPN. TheWrap reported that the Gemini app answered directly.
  • What Google says: "this isn't the most helpful response on Search. We're looking into this and working to address it." According to IBTimes UK, Google later said on X that "there was a technical gap with 2020," which also affects 2022 Senate races.
  • What Google hasn't said: what that gap was, or whether it has been fixed.
  • The fact: Biden won the 2020 election, 306 electoral votes to 232, certified by Congress on January 7, 2021.

What did Google's AI say when asked who won the 2020 election?

According to Fast Company's Sarah Fielding, AI Mode's answer to "Who won the 2020 United States election?" began "To review the official results and certified breakdowns of the 2020 United States presidential election" and pointed to an FEC document. It deflected in a similar way when asked "Was the 2020 United States election stolen?" A US-based colleague needed eight attempts before AI Mode said Biden won.

TheWrap's A.J. Katz reported that AI Mode "directed users to the National Archives and Federal Election Commission rather than naming Biden," while the standalone Gemini chatbot answered with "the correct electoral and popular vote totals." Ars Technica's Kyle Orland, asking AI Mode on the morning of October 28, was told to "please consult the official report compiled by the Federal Election Commission (FEC)."

Asked why it hedged, AI Mode told Fast Company's colleague it had been "over-correcting." Fast Company noted that there's no reason to assume a chatbot has reliable insight into its own systems, and the same applies here: that answer is the model's output, not Google's explanation.

Did it happen with other elections?

Not in the same way, according to Fast Company: in the US, AI Mode said Trump won in 2016 and 2024 and Barack Obama won in 2008. For 2012 it only pointed users to the National Archives. Ars Technica's results differed: Orland got a similar FEC referral for 2024 and a link to the American Presidency Project for 2012, while AI Mode answered for every other presidential election back to 2000. Karl Bode, writing on his newsletter The Fine Print on October 28, reported that the problem didn't appear for 2016, 2024 or other elections, nor for users outside the US, and that Google "seems to have fixed the problem" while he was writing. Those are one writer's observations; Google hasn't said whether anything was changed.

What does Google say?

Google's News from Google account replied on Bluesky on October 28 to users who flagged the answers, and a spokesperson pointed Fast Company to that reply: "Thanks for flagging — the Gemini app answers this question more fully but this isn't the most helpful response on Search." It continued: "We're looking into this and working to address it." TheWrap reported that Google didn't respond to its request for comment and hadn't explained whether AI Mode and Gemini follow different policies.

On October 29, IBTimes UK reported a fuller explanation that Google posted on X: "Our systems verify election responses using news articles or AP data for recent elections, and historic records for older ones." According to IBTimes UK, Google added: "There was a technical gap with 2020—the same is true for 2022 Senate races, which we're also working to fix." That post is known here only through IBTimes UK's report. Google hasn't said what the gap was or when the fix will ship.

What are Google's policies on election questions in AI Overviews, AI Mode and Gemini?

Google has restricted election answers before, by its own account. On December 19, 2023, ahead of the 2024 elections, it said that "out of an abundance of caution on such an important topic, we'll restrict the types of election-related queries" its Bard chatbot and its AI search experiment would answer. CNBC reported in March 2024 that Google had begun rolling those restrictions out for Gemini. TheWrap noted a June 2024 Wired report that Gemini then declined to say who won in 2020.

Google's current midterm plans, published on September 9, 2026 by Trust & Safety vice president Laurie Richardson, describe interactive election tools in Search, including AI Mode and AI Overviews, and in the Gemini app. They cover polling places and registration deadlines from state and local governments, and "real-time voting results from The Associated Press." The post says Google's policies prohibit content that "misleads voters about democratic processes." It doesn't say how AI Mode should handle questions about past results, and Google's Gemini policy guidelines page doesn't mention elections specifically.

DateGoogle policy or eventSource
December 19, 2023Says it will "restrict the types of election-related queries" for Bard and AI searchGoogle blog
March 2024Restrictions roll out for GeminiCNBC
September 9, 2026Election tools in AI Mode, AI Overviews and Gemini; AP results on election nightGoogle blog
October 28, 2026AI Mode in the US reported pointing to records instead of naming 2020 winnerFast Company, TheWrap
October 28, 2026Google: "working to address it"Google's Bluesky reply
October 29, 2026Google reportedly blames "a technical gap with 2020"IBTimes UK, citing Google's post on X

Table 1Google has announced election tools for AI Mode but no published rule on answering questions about past results. Source: Google blog posts, Google's Bluesky reply, CNBC, Fast Company, TheWrap, IBTimes UK.

Last verified: October 29, 2026

Who won the 2020 election?

Joe Biden. The National Archives' Electoral College page records 306 electoral votes for Biden and 232 for Donald Trump. It says the joint session of Congress certified the results "at 3:44 a.m., the morning of January 7, 2021," after a delay caused by "violent unrest in and around the Capitol," and that objections to Arizona's and Pennsylvania's electoral votes were not sustained by either chamber.

Why it matters before the November 3 midterms

AI answers are becoming a route to election information, and they vary. On October 25, 2026, Anthropic and Georgia confirmed that a Claude model pulled aggregate voter-data counts from a state dashboard on its own. A separate test published by Convovo found Grok and GPT-6.1 Sol leaning in opposite directions when forced to pick candidates. If you'd rather not get AI answers in Search at all, our guide to turning off AI on Google lists what can and can't be switched off. For official election information, the National Archives, the FEC and state election offices remain the primary sources.

What's confirmed, reported and uncertain

  • Confirmed: the 2020 certified result (National Archives); Google's December 2023 restriction announcement and September 2026 election tools (Google blog); Google's October 28 Bluesky reply.
  • Reported: AI Mode's US answers and the differences by country, election year and product (Fast Company, TheWrap, Ars Technica, Karl Bode; only the opening of Ars Technica's article was read, and it disagrees with Fast Company on 2024); Google's "technical gap" explanation on X (IBTimes UK; the post itself wasn't read).
  • Uncertain: what the technical gap was; whether AI Overviews was affected; whether it has been fixed.

About this story

Based on the sources linked below. How we report: Editorial standards.

Written byShajanthan YogeswaranFounder & Editor-in-ChiefMore from Shajanthan
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