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Use the source, the request and an independent confirmation—not the pixels—to judge election content. Treat an unexpected, emotional or urgent message as unverified. Confirm voting rules only with your state or local election office or vote.gov; confirm a candidate claim through the candidate’s established channels and reputable reporting; and treat requests for money, passwords, Social Security numbers, bank details or verification codes as potential fraud. A realistic face, fluent writing, familiar voice or official-looking logo is no longer proof of authenticity. AI tools now produce convincing text, images, audio and video, while labels and watermarks are often tiny, missing or removable.
This workflow applies to campaign ads, viral clips, robocalls, texts, emails, donation pages and coordinated fake accounts in the United States, including residual influence after the 3 November 2026 general election, runoffs and later cycles.
What is the fastest reliable way to spot a fake campaign message?
Pause, classify what the message is asking you to believe or do, and verify it through a channel you found independently. Do not click the supplied link, call the supplied number or ask a chatbot to settle the question.
- Slow down. Emotional, shocking and surprising election content deserves a separate check before you share it. The New York attorney general’s voter guide says, “Do not assume something is real just because it looks or sounds real.”
- Classify the claim. A poll location, deadline or eligibility claim requires an official election office or vote.gov. A claim that a candidate said or did something requires the candidate’s own channel plus independent reporting. A request to donate, invest, buy merchandise, “verify” registration, send a code or install software should be treated as fraud until independently proven otherwise.
- Find the sender independently. Type a government address into your browser, use a previously saved campaign contact or locate a committee filing yourself. A URL, phone number or handle inside the suspicious message is not independent verification.
- Inspect provenance and disclosures. For a paid ad, look for an AI disclosure and a paid-for-by line. Content credentials or a watermark can confirm that media was generated or altered with synthetic intelligence (SI), but their absence proves nothing.
- Do not interact until confirmed. Never provide credentials, personal information or payment details in response to an unsolicited election message. Do not forward the content while it is unverified.
- Preserve and report. Capture the post, URL, date, time, platform, paid-for-by text and any ad-library entry before it disappears. Report it to the platform, relevant state authorities and the FBI’s Internet Crime Complaint Center at ic3.gov.
These checks are stronger than hunting for extra fingers, odd blinking, bad grammar or an “uncanny” voice. Officials say those artifacts are no longer dependable in 2026-era tools.
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Why do old deepfake clues fail now?
Generative systems can write in native languages and common vernacular, render realistic skin and hair, synchronize speech and create plausible official layouts. The FBI and CISA state that historical phishing clues—spelling errors, illogical vocabulary and poor grammar—no longer reliably identify a malicious message. Their October 2026 advisory says synthetic intelligence lets attackers create language that appears genuine and scale sophisticated operations faster.
New York’s earlier voter guidance suggested looking for unnatural body movement, lighting, shadows and sound. Its 2026 update warns that convincing fakes may no longer show those defects. A 2026 campaign video can contain realistic wrinkles and hair without the classic six-fingered hand. An imperfect voice replication or a strange hand action may still be a lead, but not a verdict.
The University of Michigan STPP community guide lists unnatural blinking, tone shifts and mismatched lip-sync as possible clues. Treat them as optional prompts to verify the source, never as an authentication test. Consumer AI-detector tools are also not a final authority; the New York attorney general says such tools are not always accurate, and no independent accuracy rate supports relying on one alone.
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How do I know if a voting text, email or chat is fake?
Assume an unsolicited notice about registration, eligibility, a polling place or a ballot problem is unverified until you check the official election office yourself. Do not use the message’s link or reply address to perform that check.
- Registration scare: A message says your registration expired, was challenged or must be “fixed” immediately. Open a new browser window and start at vote.gov or your state election office.
- Credential request: The sender asks for a password, Social Security number, bank details, one-time code or a photograph of identification. Legitimate election information does not require surrendering those details through an unexpected message.
- Lookalike destination: The display text appears official, but the actual domain contains extra words, misspellings or a different top-level domain. Do not open attachments or install software from an unrecognized sender.
- Pressure and secrecy: “Act in 10 minutes,” threats of arrest, or instructions not to tell anyone are scam patterns. The University of Michigan guide notes that real election officials will never threaten you.
- Mass repetition: Identical copy appears across many new accounts, fake local-news pages or group chats. Coordinated repetition can create the appearance of consensus without an authentic source.
Confirm an unsolicited request through a secondary channel. For example, locate the election office’s published phone number on its own website, not in the message. Campaign committees can be checked through the Federal Election Commission, but registration alone does not guarantee that a solicitation is genuine: the FBI notes that some scam political-action committees may appear registered and that unusually high fundraising, consulting, compliance or administrative expenses can be a warning.
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Do not treat a political contribution as an investment. The FBI warns that “campaign investment pools” promise a payout, while ScamPACs impersonate campaigns or PACs and keep the funds. Non-delivery merchandise offers and fake registration pages are related campaign-costume frauds.
Can I trust a robocall about the election?
No. A familiar voice is not identity, and information delivered by phone can be inaccurate or fabricated. Verify every voting instruction through an official election source before acting.
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Save the caller ID, recording, transcript, date and time. Do not press a number supplied by the call to “correct” your registration. Find the official election office independently and report suspected fraud to the platform or carrier, state authorities and IC3.
How can I tell if a campaign video or political ad is a deepfake?
Check where the video came from, who paid for it and whether it discloses synthetic media. A label can establish that AI was used, but it does not by itself prove that every spoken claim is false; an unlabeled clip may still be synthetic.
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Use the ad’s disclosure and funding trail
- Pause the video and zoom the corners. Disclosures can be faint on a phone. Florida, Maine and Montana set a minimum label size of 4 percent of the picture height. A March 2026 Senate Republican deepfake of Texas candidate James Talarico carried a barely visible label in the bottom-right corner.
- Read the exact wording. State laws use formulations such as Florida’s “Created in whole or in part with the use of generative artificial intelligence (AI),” Wisconsin and Utah’s “This video content generated by AI,” Nevada, New York and Washington’s “This image has been manipulated,” and California’s “Ad generated or substantially altered using artificial intelligence.”
- Find the original moment. Search the candidate’s established channel and reputable coverage for the unedited speech, interview or event. A clip that exists only in a new account’s upload is not independently corroborated.
- Check who paid. Search the Meta Ad Library and the Google Ads Transparency Center by sponsor, candidate or wording. Compare the result with the visible paid-for-by line. Ads can disappear, so save a screenshot and the library record.
- Look for content credentials. Credentials or watermarking indicating SI generation are useful when present and intact. They are not a clean bill of health when absent: watermarks can be stripped, and a Brennan Center test showed a visible watermark on a synthetic government memo image disappear after a follow-up generation request.
Using AI in a political ad is legal in much of the United States. Many state rules target deceptive media that makes a real person appear to say or do something they did not. A label may satisfy a disclosure rule while the underlying attack remains misleading; judge the claim separately.
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1Clear out junk files and repair common Windows errors2Fix the driver behind crashes, sound loss and screen glitches3Repair Windows errors before they cause bigger problemsExamples from the 2026 cycle
- A labeled, faintly disclosed NRSC video used a deepfake of James Talarico.
- A Stacy Garrity campaign ad depicted an AI-generated Josh Shapiro testifying about deleting emails and “boys in girls sports.” Shapiro spokesperson Manuel Bonder called it “cheap, dishonest AI bullshit.”
- Bruce Blakeman distributed an unlabeled AI video depicting Kathy Hochul and Zohran Mamdani. The New York State Democratic Party filed a Board of Elections complaint; the campaign described at least one video as satire.
- A Scott Colom video depicting Cindy Hyde-Smith drew a Mississippi attorney general warning that it appeared to violate the state’s deepfake law; the campaign removed it.
- North Carolina Republican Michael Lee’s “Bonkers Bichler” yoga ad disclosed after five seconds that AI made “these silly video clips.” Some viewers nevertheless asked candidate Jessica Bichler why she had allowed Lee into her studio. The New Yorker reported spending of more than $100,000 on that ad and two follow-ups.
- October 2025 Andrew Cuomo mayoral spots used cartoonish AI imagery against Zohran Mamdani. Although criticized and removed, copies continued circulating.
How widespread are AI political ads and influence operations?
The available counts use different methods and should not be merged. The Wesleyan Media Project identified 220 political ads generated at least partly with AI and more than $137 million in spending, describing the figure as almost certainly an undercount (Wesleyan Media Project, 2026). It found less than $50,000 in AI-ad spending in the 2024 cycle. Republican candidates or groups sponsored 81 percent of the ads and accounted for 88 percent of spending; Democrats sponsored 12 percent. The ads appeared in 34 states, and only 27 percent contained a disclaimer.
AdImpact identified 58 unique AI-deployed ads with more than $10 million spent to air them, as reported by The New Yorker (AdImpact, 2026). That smaller figure reflects a different methodology. Secondary reports mentioned a later Wesleyan total of 289 ads and more than $187 million, but the primary release was not available for verification; the $137 million and 220-ad figure is the verified primary count here.
Influence is not limited to paid advertising. The Brennan Center, summarizing OpenAI and related reporting, described at least 5,000 inauthentic X accounts controlled by a large language model in the China-linked Green Cicada operation. It also reported that Russia’s Matryoshka network used AI-manipulated celebrity videos during the midterms. In a 2024 joint statement, ODNI, the FBI and CISA said Russia was the most active foreign influence threat and cited a fabricated Arizona election-fraud interview video; Iran remained a significant threat.
What does a fake campaign look like when it is coordinated?
Look for a network rather than a single visual defect. Coordinated campaigns often use identical posts, fake local-news pages, extreme headlines, unfamiliar sources, undated or stale material, rage-bait and newly created accounts that message voters directly.
Hyper-personalized content can confirm a reader’s existing political bias. Its purpose may be to make people distrust candidates, news organizations or the voting process rather than to persuade them of one specific fact. Before sharing, ask whether several accounts are repeating the same wording, whether the supposed local outlet has a history and contact information, and whether the story names a date and original source. Talk to another person and perform a quick independent fact-check; a pause can stop the network’s reach.
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Is it legal for a political ad to use AI?
There is no single federal political-ad AI rule. Understanding Your AI counted 30 states with an enforceable election-AI law on 29 October 2026. Most require a disclosure, often during a 60- or 90-day period before an election. Maryland, Minnesota and Texas ban certain election deepfakes outright, so a label does not make every synthetic ad lawful. California requires labels on committee ads and separately restricts certain deceptive deepfakes near an election.
Enforcement varies. In roughly a quarter of the states in that roundup—including Idaho, Indiana, Kentucky, New York, Rhode Island, Utah and Washington—the principal remedy is a lawsuit by the candidate whose likeness was faked. Courts have blocked or struck some laws, often on satire and speech grounds; Montana’s challenged law was blocked in September 2026, Hawaii’s was struck down in January 2026, and California’s broader deepfake ban was struck down in 2025.
New York requires clear labeling for political communications containing seemingly realistic AI-generated or otherwise deceptive images, video or audio. The New York attorney general’s office also warns that most fake content online is not labeled.
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Why should I never use a chatbot to check voting information?
Chatbots can confidently provide the wrong city or state, incorrect deadlines and false voting requirements. The New York attorney general’s office documented those failures. Use a chatbot, if at all, only to help formulate questions; verify every answer against your state or local election office or vote.gov.
The Brennan Center tested several chatbots and image systems in a 2026 red-team exercise. All four chatbots helped with general research and strategy questions about election-misinformation tropes. Only Grok produced the complete set of 100 requested image prompts, and it stated that election misinformation was not listed as disallowed activity. Image tools generated convincing scenes, sometimes adding realistic government seals and official formatting that were never requested. That capability makes an official-looking image a weak authenticity signal.
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How do I report a political deepfake or fake election notice?
Capture evidence first, then report through the channel that matches the harm. Keep the original URL, screenshots or a screen recording, date and time, platform, account handle, paid-for-by line and ad-library entry. If possible, save a Wayback Machine copy because posts and ads may be deleted.
- Voting facts and suppression: Contact your state or local election office. The national voter-protection guide lists 866-OUR-VOTE (866-687-8683).
- New York: Use elections.ny.gov or voterlookup.elections.ny.gov. The attorney general’s hotline, 1-866-390-2992, and electionhotline.ag.ny.gov were listed as open from 24 October through 4 November 2026 and may now be closed.
- Scams, identity theft and money loss: File at ic3.gov, contact a local FBI field office through fbi.gov/contact-us/field, or call 1-800-CALL-FBI (1-800-225-5324). IC3 requests the person or company’s name, identifying details, transaction information and how contact began.
- Election-infrastructure cyber incidents: Contact CISA at cisa.gov/report, 1-844-Say-CISA (1-844-729-2472) or report@cisa.dhs.gov.
- State AI-ad violations: Depending on the state, report to the secretary of state, ethics or campaign-finance commission, or attorney general. Some forms require a signed, sworn or notarized complaint.
- Platform abuse: Use the in-platform reporting option where the post, ad or account appeared.
Do not contact a suspected scammer to “test” the account. Preserve evidence and let investigators request additional information.
What should campaigns and election offices do to reduce these risks?
Organizations need controls that stop both the initial phishing lure and the account takeover that follows. FBI/CISA guidance recommends phishing-resistant multi-factor authentication, especially for email, VPN and systems containing critical data; strong unique passphrases with no reuse; timely patching; current antivirus and anti-malware; SPF and DKIM for email; role-based least privilege; strong spam filters; executable-attachment filtering; external-email banners; and a clear process for forwarding suspicious messages to IT.
Train staff to confirm sensitive requests through a second channel, avoid unrecognized attachments, document incidents and change passphrases after compromise. These controls do not prove that a public video is real, but they reduce the chance that a fake campaign message becomes access to voter or campaign systems.
What spotting methods should I stop relying on?
- Bad grammar, spelling mistakes or unnatural vocabulary.
- Counting fingers, teeth, earrings, blinking, shadows or lighting artifacts.
- Assuming a missing AI label or watermark proves authenticity.
- Trusting a familiar voice, logo, seal or candidate slogan.
- Using a consumer detector as the sole authority.
- Clicking an official-looking link embedded in the suspicious message.
- Asking a chatbot where or how to vote.
- Treating campaign donations as investments or buying merchandise from an unsolicited pitch.
The durable test is provenance and independent confirmation: who published it, what it asks you to do, who paid, and whether an official source agrees.
Frequently Asked Questions
What if a video has an AI label but the claim might still be true?
Treat the label as a disclosure about how the media was made, not as a fact-check. Find the original speech or event and compare the claim with independent reporting and the candidate’s established channel.
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Can a missing watermark prove that a campaign video is authentic?
No. Watermarks and provenance data can be stripped, and many synthetic posts are never labeled. An absent marker should trigger source verification rather than provide reassurance.
What should I do if I already clicked a fake election link?
Stop entering information, close the page and report the incident. If you submitted a password, change it from the real service’s independently located website and enable phishing-resistant multi-factor authentication; report financial or identity theft to IC3 and the FBI.
How long should I keep evidence of a fake political ad?
Keep screenshots or recordings, URLs, timestamps, account names, payment disclosures and ad-library records until the relevant election office, platform or investigator confirms the report is complete. Ads and posts can vanish quickly.
