Polygraph

PolygraphElection 2026

Podcast talk of voter fraud has more than doubled since summer. 55% of it comes from the long tail: shows too small to make any chart.

We counted 6,816 episodes on 2,106 English-language podcasts that used one of six phrases about election fraud between July 27 and October 28, 2026.

Polygraph

The count

1,013 podcast episodes used a fraud phrase in the week of October 19, about 2.7 times the summer average of 380 a week.

Each square is one episode that said “voter fraud,” “election fraud,” “rigged election,” “stolen election,” “illegal voting” or “noncitizen voting,” stacked by the week it came out.

55% of these episodes came from the long tail: podcasts too small to make any Apple Podcasts chart. But they carry only about 4% of the estimated audience.

The dark squares are the long tail. Each long-tail show reaches few people, so together they make most of the episodes and little of the audience: under a fifth under any way of weighing it. More in Who hears it, below.

3,750 episodes came from the 1,325 long-tail shows that don’t chart.

The 190 shows near the top of the charts produced 812.

2,146 episodes came from right-leaning podcasts and 842 from left-leaning ones, among shows with a lean rating.

Most small shows have no rating, and a mention is not an endorsement: NPR’s hourly newscast is in these counts, and so are hosts rebutting the claims.

56% of the episodes came from shows whose first category on Apple Podcasts is News, and 14% from Commentary.

About one in six came from shows filed under something else, including Comedy, Education, Business and Religion.

The count

Episodes that used a fraud phrase, by week published

Each square is one episode · 6,816 episodes

One episode

Episodes by week, shaded by the show’s size

Each square is one episode · 6,816 episodes

Long tail: on no chartChartingNear the top of the charts

Episodes by the show’s size

Each square is one episode · 6,816 episodes

Long tail: on no chartChartingNear the top of the charts

Episodes by the show’s political lean

Each square is one episode · 6,816 episodes

Right-leaningLeft-leaningCenterNo rating

Episodes by the category the show chose

Each square is one episode · 6,816 episodes

NewsCommentarySomething elseUnknown

Source: Particle

Host · asserting it

…seven non-citizens have now been charged for unlawfully voting in federal elections or falsely claiming United States citizenship. That just keeps happening.”

Bongino Report Early Edition with Evita“They Said They'd Never Go Back! | Episode 371”RightSep 16, 2026

0:00 / 0:10

Claim: Noncitizens are voting in large numbers

How it’s growing

The rise is broad. Each week more podcasts use the phrases, more of them are small, and this week is running ahead of last week’s record.

How it’s growing

778 episodes used a phrase from Monday to Wednesday this week, 3.9 times the summer average of 202 for those days.

The record before this week was 551, set one week earlier.

7.6× as many episodes said “rigged election” this Monday to Wednesday as on those days in an average summer week: 110.

“Illegal voting” is up 5.5 times and “voter fraud” 4.9 times. “Stolen election,” the phrase most tied to 2020, is up the least, 1.9 times.

632 podcasts used a phrase in the week of October 19, up from 274 in the last week of July.

More shows are joining, not just the same shows talking more.

2,106 different podcasts have used a phrase since July 27.

In October, about 184 shows a week used one for the first time.

63% of these episodes came from the long tail by mid-October, up from 46% in the last week of July.

The newcomers are long-tail shows, on no Apple chart.

How it’s growing

Episodes published Monday to Wednesday, each week

Episodes per week · the same three days every week, so this week compares fairly with the rest

Each phrase, Monday to Wednesday, each week

Episodes per week · each label is this week against the summer average for the same days

Podcasts that used a phrase, each week

Distinct shows per week · full weeks only

Podcasts that have used a phrase since July 27

Running total of distinct shows, through October 28

Share of each week’s episodes from the long tail

Share of episodes from shows on no Apple chart · full weeks only

Source: Particle

Host · reporting it

Trump's Department of Homeland Security is beginning what they call a surge, a surge of voter fraud investigations across nine states.”

Erin Burnett OutFront“Speaker Johnson Lashes Out at Questions on Prolonged Iran War”Leans leftSep 2, 2026

0:00 / 0:09

Claim: Homeland Security is running a surge of voter fraud investigations in nine states

The words

Six phrases make up the count. They are not used the same way: some are far more common, and some belong more to one side.

The words

3,833 episodes said “voter fraud,” 56% of all the episodes in the count. No other phrase comes close.

“Election fraud” is second, and the two together make most of every week. The week of October 19 was the largest for both. “Noncitizen voting” came up in 52 episodes in all, too few to see at this scale. Hover or tap a week for its numbers.

7.6× as many “rigged election” episodes this Monday to Wednesday as the summer average for those days, the fastest rise of the six.

Each line is a phrase against its own summer average, so a small phrase and a big one share one scale. “Rigged election” went from 14.5 episodes on an average summer Monday to Wednesday to 110. Next is “illegal voting” at 5.5×. “Noncitizen voting” averaged under one episode in those summer days, so its line jumps on a handful.

2 weeks had the largest estimated audience, and each had a Joe Rogan Experience episode.

Weigh each episode by the size of its show and the weeks look different. Those episodes used a phrase in passing during long interviews, but one of them reaches more people than hundreds of small shows. The week of Oct 19 had the most episodes, 1,013, but a smaller audience. The phrases are shown together: most are too thin to weigh week by week. Use the toggle to switch back to episodes.

4.1:1 right-leaning episodes said “stolen election” for every left-leaning one, the most lopsided of the six. Across all six: 2.1:1.

Each hollow dot is a phrase’s balance among episodes from shows with a lean rating. Most phrases sit right of even; “noncitizen voting” is the one on the left.

2.1:1 by episodes, right-leaning to left-leaning. By estimated audience, the two sides are roughly even.

Weigh each episode by the size of its show and most arrows move left, toward even. “Stolen election” stays right-leaning either way. The whiskers show the range under other ways of weighing audience.

1.5:1 right-leaning episodes said “rigged election” for every left-leaning one. By estimated audience it tips left, 1.5:1 the other way.

It crosses even under every way of weighing audience we tried.

92% of the estimated audience for “noncitizen voting” came from left-leaning shows, most of it from one news show.

Up First from NPR carried 59% of it. The phrase came up in only 52 episodes, so one big show decides its balance. A mention is not an endorsement: who says a phrase, and how, is in the next section.

The words

Episodes per week, by phrase

Stacked · an episode with two phrases counts in both · the last week is Oct 26–28 only

voter fraudelection fraudrigged electionstolen electionillegal votingnoncitizen voting

Each phrase against its summer average

Monday-to-Wednesday episodes each week, divided by the Jul 27 – Sep 6 average for those days · 1× is the summer average

voter fraudelection fraudrigged electionstolen electionillegal votingnoncitizen votingDashed: few episodes; noisy

Estimated audience per week, all six phrases

Millions of estimated listener-exposures · each episode weighed by its show’s size · the last week is Oct 26–28 only

Estimated audienceA week with a Joe Rogan Experience episode

Right-leaning to left-leaning, by phrase

Right-leaning per left-leaning, rated episodes only · log scale · estimated audience weighs each episode by its show’s size

By episodes

Right-leaning to left-leaning, by episodes and by audience

Right-leaning per left-leaning, rated episodes only · log scale · estimated audience weighs each episode by its show’s size

By episodesBy estimated audienceRange under other weightings

“Rigged election” crosses to the left by audience

Right-leaning per left-leaning, rated episodes only · log scale · estimated audience weighs each episode by its show’s size

By episodesBy estimated audienceRange under other weightings

“Noncitizen voting” sits far left by audience

Right-leaning per left-leaning, rated episodes only · log scale · estimated audience weighs each episode by its show’s size

By episodesBy estimated audienceRange under other weightings

Source: Particle (episodes, lean ratings)

Host · asserting it

…the 2020 presidential election was stolen by Democrats with the backing of China and the CCP Chinese Communist Party.”

Wayne Allyn Root’s WAR Zone Audio Hours“Wayne Allyn Root’s WAR Zone 10-21-26”Far rightOct 22, 2026

0:00 / 0:08

Claim: The 2020 election was won by fraud

Who hears it

An episode on a big show reaches far more people than one on a small show. Estimated audience weighs each episode by its show’s size, so the count can be read the other way: by how many people the phrases may have reached.

Episodes against estimated audience

Share of all episodes · all six phrases · Jul 27 to Oct 28

By show size

Near the top of the charts 12%Charting 33%Long tail: on no chart 55%

By the show’s lean

Right-leaning 33%Center 1%Left-leaning 16%No rating 50%

Source: Particle

4% of the estimated audience came from the long tail, which made 55% of the episodes.

80% of it came from the 190 shows near the top of the charts, which made 12% of the episodes.

6 shows carried half the estimated audience for “voter fraud,” out of 1,459 that said it.

Who’s saying it

A count of phrases can’t say who believes what, so Polygraph transcribed a random sample of these moments from each show’s own audio and sorted every statement about fraud in them. Each one is sorted by who said it and how they treated the claim: asserting it, reporting it or rebutting it.

Who’s saying it

65% of fraud statements on right-leaning shows assert it, Polygraph’s analysis found. On the left: 13%.

That is 442 of 682 statements on the right and 88 of 671 on the left, counting everyone on air: hosts, guests, callers and the clips a show plays.

60% of fraud statements on left-leaning shows rebut it. On the right: 8%.

Both sides also report claims without taking a side, 21% of statements on the right and 20% on the left.

79% of statements on far-right shows assert fraud, against 60% on right and 61% on leans-right shows.

On leans-left and left shows it was 11% and 15%. The pool had one far-left segment, which is not shown.

63% of guests’ statements on right-leaning shows assert it, about the same as hosts’ (66%). On the left, guests rebut it 61% of the time and hosts 66%.

Speaker labels are automated, and the main voice is sometimes the guest. Clips a show plays are left out of this view.

Who’s saying it

Share of fraud statements that assert it, by side

Each square is one statement · 1,353 statements in 437 sampled segments

Asserts it, right-leaning showAsserts it, left-leaning showAny other statement

How every statement treated the claim, by side

Each square is one statement · 1,353 statements in 437 sampled segments

Asserts fraudReports or asksRebutsNot in this view

Share of statements that assert fraud, by the show’s lean

Each square is 1% of that lean’s statements · everyone on air · n under each grid

Far rightRightLeans rightLeans leftLeftAny other statement

Who on air says it: hosts and guests, by side

Each square is 1% of that group’s statements · speaker labels are automated

Asserts fraudReports or asksRebutsNot in this view

Source: Particle (episodes, lean ratings)

Guest · asserting it

…that's a federal crime. It's not getting in the way of the state conducting an election, and why would that suppress the vote unless you're a foreign national and you plan to be voting.”

The John Kobylt Show“Operation Protect The Vote (10/19)”Leans rightOct 20, 2026

0:00 / 0:12

Claim: Noncitizens are voting in large numbers

Claims that travel

Polygraph’s analysis grouped the 1,338 claims in these statements by meaning. 109 of the 363 groups came up on more than one show. Here is how the eight that reached the most shows moved from show to show.

Claims that travel

109 claims turned up on more than one show in our sample. These 8 travelled furthest.

The one that reached the most shows, that noncitizens are voting in large numbers, came up on 75. Hover over or tap a mark for the show, who said it and the quote.

68% of right-leaning episodes that said noncitizens are voting in large numbers asserted it. On the left, 77% rebutted it.

Both sides talk about it: 41 right-leaning episodes and 52 left-leaning ones, on 75 shows in all.

10 right-leaning shows in our sample took up the claim of voter fraud and vouching abuse in Minnesota, and none rebutted it.

It went from The Mark Simone Show on Aug 12 to LARRY with Larry O'Connor on Oct 27, one show after another, all on the right.

8 left-leaning shows took up Nevada’s 16,000 flagged noncitizen voters, 8 of 9 episodes to rebut it. No right-leaning show in our sample made the claim.

The rebuttal travels too: from The Lead with Jake Tapper on Aug 22 to Letters from an American on Oct 27.

Claims that travel

The 8 claims that reached the most shows, by date

One mark per sampled episode that made the claim · first seen in our sample, which starts Jul 27, not where a claim began · 437 segments

Far rightRightLeans rightLeans leftLeftAsserts itRebuts itReports or asks

Noncitizens are voting in large numbers: right-leaning and left-leaning shows

One mark per sampled episode that made the claim · first seen in our sample, which starts Jul 27, not where a claim began · 437 segments

Far rightRightLeans rightLeans leftLeftAsserts itRebuts itReports or asks

Fraud and vouching abuse in Minnesota: each show, in the order it took up the claim

One mark per sampled episode that made the claim · first seen in our sample, which starts Jul 27, not where a claim began · 437 segments

RightLeans rightAsserts itRebuts itReports or asks

Nevada’s 16,000 flagged noncitizen voters: each show, in the order it took up the claim

One mark per sampled episode that made the claim · first seen in our sample, which starts Jul 27, not where a claim began · 437 segments

Leans leftLeftAsserts itRebuts itReports or asks

Source: Particle (episodes, lean ratings)

The 8 claims as a table
ClaimShowsRight-leaningLeft-leaningFirst in our sampleStatements: asserts / reports / rebuts
Noncitizens are voting in large numbers753639The Arena with Kasie Hunt, Jul 2848 / 22 / 71
Voter fraud is widespread632043The Tony Kinnett Cast, Jul 2914 / 20 / 84
The 2020 election was won by fraud601941Brian Tyler Cohen, Jul 2735 / 12 / 52
Democrats win elections through fraud26188"TNN Live!", Jul 2723 / 3 / 7
Noncitizens are voting in California241311On with Kara Swisher, Aug 109 / 23 / 9
Mail ballots invite fraud22715The Oath and The Office, Aug 69 / 8 / 23
Fraud and vouching abuse in Minnesota10100The Mark Simone Show, Aug 1217 / 7 / 0
Nevada flagged 16,000 noncitizen voters808The Lead with Jake Tapper, Aug 220 / 3 / 9

From 437 randomly sampled segments. First means first in our sample, which starts July 27, not where a claim began. Lean is the show’s rating. Source: Particle.

Host · rebutting it

…they thought there were 16,000 non-citizens illegally registered. They did a big follow-up. it turned out 185. not 16,000. They did another follow-up. turned out it wasn't 185. it was zero. zero.”

Real Time with Bill Maher“Ep. #746: Karoline Leavitt, Gov. Andy Beshear, Steve Hilton”Leans leftOct 24, 2026

0:00 / 0:16

Claim: Nevada flagged 16,000 noncitizen voters

Every card in one place

Each number is a short video and a square image, sized for social posts. Share it as a video, an image or text.

2.7× as many podcast episodes used voter-fraud phrases in the week of October 19 as in an average summer week.
55% of podcast episodes that used voter-fraud phrases came from the long tail: shows too small to make any Apple chart.
3,750 podcast episodes that used voter-fraud phrases came from 1,325 long-tail shows too small to make any Apple chart.
2,146 podcast episodes that used voter-fraud phrases came from right-leaning shows, and 842 from left-leaning ones.
1 in 6 episodes came from podcasts that list themselves as something other than news or commentary.
3.9× more podcast episodes used voter-fraud phrases this Monday to Wednesday than the summer average for those days.
7.6× as many episodes said “rigged election” this Monday to Wednesday as on the same days in an average summer week.
632 podcasts used a voter-fraud phrase in the week of October 19, up from 274 in the last week of July.
2,106 podcasts have used a voter-fraud phrase since July 27.
63% of voter-fraud-phrase episodes in the week of October 19 came from the long tail of podcasts on no Apple chart, up from 46% in late July.
3,833 podcast episodes said “voter fraud,” more than any of the other five fraud phrases.
7.6× as many “rigged election” episodes this Monday to Wednesday as the summer average for those days, the fastest rise of the six fraud phrases.
2 weeks had the largest estimated audience for the fraud phrases, and each one had a Joe Rogan Experience episode.
4.1:1 rated episodes that said “stolen election” came from right-leaning shows for every one from a left-leaning show, the most lopsided of the six phrases.
2:1 right-leaning to left-leaning by episodes, across all six phrases. By estimated audience, the two sides are roughly even.
1.5:1 right-leaning episodes said “rigged election” for every left-leaning one. By estimated audience it tips left, under every weighting we tried.
92% of the estimated audience for “noncitizen voting” came from left-leaning shows, most of it from one news show.
4% of the estimated audience came from the long tail of shows on no chart, though they made 55% of the episodes.
80% of the estimated audience came from the 190 shows near the top of the charts, which made 12% of the episodes.
6 shows carried half the estimated audience for “voter fraud,” out of 1,459 that said it.
65% of statements about voter fraud on right-leaning podcasts asserted it, Polygraph’s analysis found. On left-leaning podcasts, 13%.
60% of statements about voter fraud on left-leaning podcasts rebutted it, Polygraph’s analysis found. On right-leaning podcasts, 8%.
79% of statements about voter fraud on far-right podcasts asserted it, Polygraph’s analysis found. On left podcasts, 15%.
63% of guests’ statements about voter fraud on right-leaning podcasts asserted it, about the same as hosts’ (66%). On the left, guests rebutted it 61% of the time.
109 fraud claims turned up on more than one podcast in our sample. The one that travelled furthest reached 75 shows.
68% of right-leaning episodes that said noncitizens are voting in large numbers asserted it. On the left, 77% rebutted it.
10 right-leaning shows in our sample took up the claim of voter fraud and vouching abuse in Minnesota. None rebutted it.
8 left-leaning shows in our sample took up Nevada’s 16,000 flagged noncitizen voters, nearly all to rebut it. No right-leaning show did.

Moments

More quotes from the transcribed sample, from our transcript of each show’s own audio, with who said it and how they treated the claim. Play the clip, or share it as an image or text.

Host · asserting it

“Before we had automatic registration, you'd have 102, 104% turnout in Minneapolis somehow.”

The Matt Gaetz Show“Matt Gaetz Show - Rep. Byron Donalds, Michael Holmstrom, Rich Baris, Evan Power”RightSep 23, 2026

0:05

Claim: Fraud and vouching abuse in Minnesota

Host · rebutting it

“Trump's attorneys backed away from the claims. They either withdrew or lost all but one of the 60 lawsuits they brought over the election.”

Letters from an American“Always a Lie”LeftAug 2, 2026

0:12

Claim: The 2020 election was won by fraud

Guest · rebutting it

“…non-citizen voting is relatively rare and statistically insignificant. It's not something that is altering election results”

Behind the Bastards“It Could Happen Here Weekly 252”LeftOct 3, 2026

0:09

Claim: Noncitizens are voting in large numbers

The shows

The four podcasts in each size group that used the phrases in the most episodes.

Near the top of the charts

190 shows · 812 episodes

Bannon`s War Room
51 episodesNewsFar right
NPR News Now
49 episodesNewsNo lean rating
Deadline: White House
32 episodesNewsLeft
The Howie Carr Radio Network
30 episodesCommentaryRight

Charting

591 shows · 2,254 episodes

Real America’s Voice
141 episodesNewsRight
Badlands Media
135 episodesNewsRight
Untamed Nation
42 episodesNewsFar right
Wendy Bell Radio Podcast
37 episodesNewsRight

Long tail: on no chart

1,325 shows · 3,750 episodes

Ethan Brings You the World
59 episodesEducationFar right
Red Pill News
43 episodesNewsFar right
iHeartRadio 24/7 News: The Latest
41 episodesNewsNo lean rating
The War Report - His Glory
40 episodesNewsFar right
Episodes from July 27 to October 28 that used any of the six phrases. Lean is the show’s rating. Category is the first one the show lists on Apple Podcasts. Cover art comes from each show’s own feed. Source: Particle.
See all 2,106 shows →

What a count can’t tell us

A count of phrases is not a count of false claims. The same words come up when a host repeats a claim, when a reporter describes one and when a guest knocks one down.

The sample above says who made a claim and how they treated it. It does not say whether the claim is true: Polygraph has not yet checked the sampled claims against the record, and those results will follow.

How we did this

Estimated audience weighs each episode by its show’s size, using follower counts from a podcast app, scaled to listeners; shows without a count get an estimate from their chart rank. These are rough estimates for comparison, and an exposure is not someone hearing the phrase. Every audience finding in this report was checked under four other weightings, and we report only what held under all of them. For the audience views, lean also covers the 150 unrated shows with the largest estimated audience, so the episode balance there can differ slightly from the count’s.

We searched English-language podcast transcripts for six exact phrases, one week at a time from July 27 to October 28, 2026, and counted each episode once even when it used several phrases. Episode counts and lean ratings come from Particle. Two feeds that re-post old episodes under new dates were left out (369 episodes).

Show size is the show’s rank on Apple Podcasts charts on October 28: near the top means the top tenth of charting shows. Political lean is the show’s rating from our source, checked for the 320 shows with the most episodes or the highest chart ranks. Categories come from each show’s own feed and were matched for 82 percent of shows. Every show is listed, with its episodes, in all shows.

The quotes are from the transcribed sample, verbatim in our own transcript of each show’s published audio, with each clip cut from that audio. Their claims have not been checked yet, so no rating is shown.

For “Who’s saying it” we drew a random sample of 250 segments per side from the episodes found (2,860 right-leaning and 1,077 left-leaning), at most 4 episodes per show, with the re-posting feeds left out. Four draws turned out to come from an archive feed that re-uploads old episodes; we dropped them, as the count does. We transcribed each segment from the publisher’s audio and identified speakers by voice.

Some draws were lost before transcription: 22 on the right and 5 on the left, mostly short-lived news-bulletin feeds such as NTD and Fox’s hourly news, whose episodes had left their feeds. A few more had no fraud phrase in the audio. That leaves 210 right-leaning and 227 left-leaning segments and 1,353 statements.

Each statement was read twice, by independent automated readers. They agreed on the speaker 95 percent of the time and on the stance 79 percent. A stance is what the speaker said, not a verdict on the claim: Polygraph has not fact-checked the sample yet. There is effectively no far-left tier: one far-left segment was in the pool. Claims were grouped by meaning. “First in the sample” means the earliest episode in our window, which starts July 27, not where a claim began.

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