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56 ads analyzed · 25 use a rhetorical technique, most often loaded language and glittering generalities.
The words doing the persuading
From the Taylor side · Paid for by LCV VICTORY FUND“Rep. Rob Wittman works hard for the super rich, while your bills keep rising.”Loaded LanguageSee this ad →
From the Wittman side · Paid for by ROB WITTMAN FOR CONGRESS“…Shannon Taylor is a founder of Virginia Progressive Prosecutors For Justice, a radical group who want to:
❌Defund the Police
❌Let Criminals Off Easy
❌Put Criminals Back On The…”Loaded LanguageSee this ad →
Shannon Taylor (Democrat) and Rob Wittman (Republican) are the nominees for Virginia's 1st congressional district in the November 3, 2026 general election. Rob Wittman is the incumbent. By their latest FEC reports, Shannon Taylor's campaign had raised $4.6 million (through October 14, 2026) and Rob Wittman's campaign $5.4 million (through October 14, 2026). Outside groups have reported $2.6 million for Shannon Taylor and $635,000 against; $1.2 million for Rob Wittman and $11.3 million against. Semblen has analyzed 56 ads in this race; 25 used at least one rhetorical technique, most often loaded language and glittering generalities.
Shannon Taylor (DEM), Rob Wittman (REP, incumbent).
10 others filed with the FEC; any ads they ran are below. 56 ads analyzed, 25 with at least one technique in the copy.
Newest first. The paid-for-by line is the advertiser's own filing. Updated 2026-11-08.
Also on every Virginia ballot: 3 statewide ballot measures →The ballot wording and the official arguments, read for rhetorical techniques.
Got a political text?
Paste a campaign text message you’ve received. Semblen marks the persuasion techniques in its wording and lists the factual claims it makes. Take your name out first: what you paste is analyzed and kept like any text.
Findings
As of 2026-11-08. Counts are of distinct ads; the same text run many times is one ad.
Ads analyzed
56 · started running between 2026-07-21 and 2026-11-06
$46,400–62,803 on all ads, $30,100–38,460 on flagged ads · Meta reports ranges; these are the sums of their ends
Example
“radical group” — Loaded Language, paid for by ROB WITTMAN FOR CONGRESS
· the flagged ad with the highest reported spend that shows the most common technique
A small box with these findings and the newest ads, updated as new ads are analyzed. Free for newsrooms, blogs and campaigns alike; it links back here.
Follow Shannon Taylor in office
Shannon Taylor won. Get what Shannon Taylor says in office by email, analyzed for rhetorical techniques, once sworn in. And an email if the result changes: a recount or a call reversed. One-click unsubscribe.
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Each side is the campaign plus the groups backing it. How a group is placed is explained below the table.
Side
Ads
With at least one technique
Most common
Taylor (D)
19
11 of 19 (58%)
Loaded Language (8), Card Stacking (4), Glittering Generalities (4)
Taylor's campaign
2
2 of 2
Loaded Language (2), Card Stacking (1), Exaggeration/Hyperbole (1)
4 groups backing Taylor
17
9 of 17 (53%)
Loaded Language (6), Card Stacking (3), Glittering Generalities (3)
Wittman (R)
17
9 of 17 (53%)
Loaded Language (5), Appeal to Fear (4), Name Calling (4)
All from the campaign; no ads here from groups placed on this side.
Not placed on a side (8 sponsors)
20
5 of 20 (25%)
Glittering Generalities (4), Loaded Language (2), Appeal to Fear (1)
Read this before comparing the sides. Ads that attack an opponent use these techniques far more often than ads that introduce a candidate, whoever runs them, so the side running more attack ads shows a higher share. A technique is about wording, not about whether an ad is true. These are online ads only (Meta and YouTube), not television.
How a group is placed: by its own filings with the Federal Election Commission. A group is with a candidate when it reported spending to support that candidate, or to oppose the other one in the general election. The parties' own committees are with their nominee. Spending against a candidate in a primary places a group nowhere, and neither does our reading of its ads: a group with no such filing is listed as not placed. The sponsor table gives the reason for each.
Decide what counts
Not everyone would call every technique a problem. Untick the ones you'd call ordinary persuasion and the count updates.
45% of the 56 ads here use at least one of the techniques ticked below (25 ads).
Leaving out the softer ones (loaded language, glittering generalities, slogans, exaggeration, repetition): 30% of ads.
The words doing the work
The words that show up most in phrases our model flagged as loaded language or name calling in this race's ads, by number of ads.
costin 3 ads· e.g. “jacking up our health care costs”, “jack up health care costs”
criminalin 3 ads· e.g. “Put Criminals Back On The Street”, “Virginia's most violent criminals”
health carein 3 ads· e.g. “jacking up our health care costs”, “jack up health care costs”
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Money in this race
From FEC filings for 2025–26. Outside spending is money a group spends on its own about a candidate — TV and online ads, mail, canvassing. It is not a donation to the campaign, and the candidate does not control it. Supporting means it was spent to help that candidate win; Opposing means it was spent to defeat them, usually on attack ads. Groups report it within 24 or 48 hours as the election nears. Raised is the campaign's own fundraising, as of its latest quarterly report. Largest donors come from each outside spender's own FEC receipts, with each donor's share of its itemized receipts; donors under $100,000 are not named. People are shown with the employer and occupation they reported. A donor that is itself a political committee is shown with its own largest donors. Companies and nonprofits don't report their funders to the FEC, so the trail ends there, and the page says so.
Shannon Taylor (DEM)
Raised
$4.6M through 2026-10-14individuals $3.6M · PACs $615K · party $12K · from the candidate's other committees $362K · cash on hand $599K
Outside spending
$635K opposing Taylor · $2.6M supporting Taylor· latest reported 2026-11-02
Largest outside spenders
PROGRESSIVE TURNOUT PROJECT— $733K supporting TaylorLargest donors:
STOP REPUBLICANS $6.1M (22%) (its largest donors: FAHEY, EILEEN $2.7M; PROGRESSIVE TURNOUT PROJECT $2.5M); LAWALL, JOY $6.0M (22%); PROGRESSIVE TAKEOVER $3.5M (13%) (its largest donors: EVEY, JULIE $1.4M); STOP THESE OPPRESSIVE PEOPLE: TYRANTS RACISTS UNQUALIFIEDS MISOGYNISTS PROPAGANDISTS (STOP TRUMP) $3.0M (11%) (its largest donors: JOHNSTON, ERIC $1.3M); DEM TURNOUT 2024 $2.1M (8%) (its largest donors: KITCHEN, CAROL $1.2M)HMP— $594K supporting TaylorLargest donors:
HOUSE MAJORITY FORWARD $93.7M (39%) (an organization: its own funders aren't reported to the FEC); Reid G Hoffman $8.5M (4%), Greylock Partners, Partner; ECONOMIC OPPORTUNITY FUND $5.0M (2%) (an organization: its own funders aren't reported to the FEC); Fred Eychaner $5.0M (2%), Retired; UNITED ASSOCIATION POLITICAL ISSUES FUND $4.8M (2%) (an organization: its own funders aren't reported to the FEC)LCV VICTORY FUND— $421K supporting Taylor
· 5 ads on this pageLargest donors:
LEAGUE OF CONSERVATION VOTERS, INC. $18.0M (81%) (an organization: its own funders aren't reported to the FEC); Amos Hostetter $600K (3%), Pilot House Associates LLC, Chairman; DEMOCRACY PAC $500K (2%); Giovanna Randall $375K (2%), Randall Apparel, Designer; Eric Laufer $375K (2%), Laufer Wind Group, Film ProducerSD 2026— $267K supporting TaylorLargest donors:
SD PAC $2.7M (70%); MORRISS, FRANCES $884K (23%); HOUSE MAJORITY PAC $233K (6%)COMMONWEALTH ACTION PAC— $215K opposing Taylorand 12 more
HMP— $6.6M opposing WittmanLargest donors:
HOUSE MAJORITY FORWARD $93.7M (39%) (an organization: its own funders aren't reported to the FEC); Reid G Hoffman $8.5M (4%), Greylock Partners, Partner; ECONOMIC OPPORTUNITY FUND $5.0M (2%) (an organization: its own funders aren't reported to the FEC); Fred Eychaner $5.0M (2%), Retired; UNITED ASSOCIATION POLITICAL ISSUES FUND $4.8M (2%) (an organization: its own funders aren't reported to the FEC)YOUR COMMUNITY PAC— $1.8M opposing WittmanLargest donors:
SIXTEEN THIRTY FUND $2.7M (62%) (an organization: its own funders aren't reported to the FEC); NORTH FUND $900K (20%) (an organization: its own funders aren't reported to the FEC); AMERICAN OPPORTUNITY ACTION $515K (12%) (an organization: its own funders aren't reported to the FEC); GOVERNMENT THAT WORKS PAC $250K (6%)LCV VICTORY FUND— $1.1M opposing Wittman
· 5 ads on this pageLargest donors:
LEAGUE OF CONSERVATION VOTERS, INC. $18.0M (81%) (an organization: its own funders aren't reported to the FEC); Amos Hostetter $600K (3%), Pilot House Associates LLC, Chairman; DEMOCRACY PAC $500K (2%); Giovanna Randall $375K (2%), Randall Apparel, Designer; Eric Laufer $375K (2%), Laufer Wind Group, Film ProducerREADY FOR THE FIGHT— $683K opposing Wittman
· 4 ads on this pageAB PAC— $619K opposing Wittman
· 4 ads on this pageLargest donors:
AB FOUNDATION $13.0M (30%) (an organization: its own funders aren't reported to the FEC); DEMOCRACY MATTERS $5.6M (13%) (an organization: its own funders aren't reported to the FEC); Deborah Simon $5.0M (11%), Retired; DEMOCRACY PAC $4.0M (9%); Lynn S Stern $1.0M (2%), Self Employed, Photographerand 13 more
Paid for by Parker for Virginiafrom 2026-11-06spend $0–991,000–1,999 impressions
Congratulations to Elaine Luria and Shannon Taylor on their victories! 🎉
I couldn't be prouder of my union brothers and sisters across the Commonwealth. You knocked doors, made calls, and showed up day after day to send these pro-labor champions to Congress, and it made the difference.
Elaine and Shannon know what working families are up against. I know they'll fight to bring down costs, stand up for workers, and take on the issues that matter most to folks who keep this Commonwealth running.
But our work doesn't stop in Washington. The decisions that shape our paychecks, our safety on the job, and our right to organize are made right here in Richmond too. We need more pro-labor champions in the General Assembly, and I'm ready to be one of them.
Let's keep this momentum going.
no techniques found
Looks up the ad's factual claims in fact-checkers, primary sources and wire reporting. Takes up to a minute.
Shannon Taylor won. Get what Shannon Taylor says in office by email, analyzed for rhetorical techniques, once sworn in. And an email if the result changes: a recount or a call reversed. One-click unsubscribe.
Confirming also makes your free Semblen account, with a 14-day Pro trial. No card.
Paid for by GRAND OPPORTUNITY USAfrom 2026-10-25 to 2026-10-26spend $0–991,000–1,999 impressions
Rob Wittman or Shannon Taylor? See how each record scores on the issues, side by side.
Then take the free 2-minute OppScore Challenge: answer 12 quick questions and find out which candidate in Virginia's 1st District actually matches you.
Don't vote without taking the FREE OppScore Challenge.
no techniques found
Looks up the ad's factual claims in fact-checkers, primary sources and wire reporting. Takes up to a minute.
An ad is on this page because its own "Paid for by" line is a campaign in this race; or it comes from a national Senate group and ran mostly in VA; or it ran mostly in VA and names a candidate — unless its sponsor is a campaign for some other office. Ads from outside groups appear alongside the campaigns' own.
Campaigns run one text as many separate ads. Identical text from the same sponsor is one card here, marked with its number of variants.
A technique is a specific rhetorical move in the wording, found by our model and explained in one line. It is not a claim that the ad is false.
Claims are checked when a reader asks: press "Check this ad's claims" on a card. Running a check and seeing its verdicts are part of Semblen Pro, because each check costs money to run; anyone can see which claims an ad makes. The ten ads with the most money behind them in each race are checked ahead of time.
Claim verdicts say what the cited sources say. A verdict that an ad is wrong or misleading is shown only when it cites an established fact-checker or an institutional record — Congress, a federal agency, a court — and its confidence is not low; a weaker one is not shown at all. Each verdict shows what it rests on and how confident it is. If we got one wrong, press Disagree: a verdict that readers dispute and no one defends comes down.
Video ads come from the campaigns' own YouTube channels; the transcript is analyzed. Meta ads are analyzed on their text; their video and images are not, yet.