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81 ads analyzed · 44 use a rhetorical technique, most often glittering generalities and loaded language.
The words doing the persuading
From the Flores side · Paid for by Eric Flores for Congress“…the mission never has.
Protecting what matters.
Safe streets. Clean water. Good jobs. A future our kids can believe in.
Service has always been the mission, and I’m ready to continue that service for the…”Glittering GeneralitiesSee this ad →
From the Gonzalez side · Paid for by VICENTE GONZALEZ FOR CONGRESS“Vicente Gonzalez puts South Texas first. He works with both parties when it helps our communities and stands up to either one…”Glittering GeneralitiesSee this ad →
Eric Flores (Republican) and Vicente Gonzalez (Democrat) are the nominees for Texas's 34th congressional district in the November 3, 2026 general election. Vicente Gonzalez is the incumbent. By their latest FEC reports, Eric Flores's campaign had raised $4.0 million (through October 14, 2026) and Vicente Gonzalez's campaign $5.2 million (through October 14, 2026). Outside groups have reported $2.8 million for Eric Flores and $11.7 million against; $1.9 million for Vicente Gonzalez and $9.8 million against. Semblen has analyzed 81 ads in this race; 44 used at least one rhetorical technique, most often glittering generalities and loaded language.
Eric Flores (REP), Vicente Gonzalez (DEM, incumbent).
10 others filed with the FEC; any ads they ran are below. 81 ads analyzed, 44 with at least one technique in the copy.
Newest first. The paid-for-by line is the advertiser's own filing. Updated 2026-10-28. 1 ad from other advertisers shown separately below.
Voting in Austin? 10 local ballot measures →The ballot wording read for rhetorical techniques, and who is paying for and against each.
How to vote in Texas
From Texas's official election office. Each line links to the official page it came from.
Registration
Register by Mon, Oct 5 (30th day before Election Day, moved to the next business day. Mailed applications must be postmarked by the deadline. New registrations are on paper; online is only for updating an existing record.) (passed)Source: votetexas.gov ↗
Mail voting needs a reason the state accepts (Only these voters qualify: away from the county, sick or disabled, expecting to give birth within 3 weeks of Election Day, 65 or older, or confined in jail or involuntary civil commitment); request a ballot by Fri, Oct 23 (Must be received by this date; a postmark does not count); return it by Tue, Nov 3 (Received by 7 pm on Election Day, or postmarked by 7 pm on Election Day and received by 5 pm on Nov 4) (passed)Source: sos.state.tx.us ↗Source: votetexas.gov ↗
One of 7 acceptable photo IDs. A voter who cannot reasonably get one may sign a Reasonable Impediment Declaration and show supporting ID instead.Source: votetexas.gov ↗
Checked October 6, 2026. Rules can change; confirm with the official site before you go.
Something wrong or out of date? Tell us
A person reads every report and fixes errors the same day.
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 2026-10-28. Counts are of distinct ads; the same text run many times is one ad.
Ads analyzed
81 · started running between 2026-07-14 and 2026-10-26
$102,700–147,775 on all ads, $59,600–84,183 on flagged ads · Meta reports ranges; these are the sums of their ends
Example
“A future our kids can believe in.” — Glittering Generalities, paid for by Eric Flores 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 Vicente Gonzalez in office
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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
Flores (R)
38
25 of 38 (66%)
Glittering Generalities (16), Loaded Language (8), Name Calling (7)
Flores's campaign
25
16 of 25 (64%)
Glittering Generalities (11), Loaded Language (5), Name Calling (4)
4 groups backing Flores
13
9 of 13 (69%)
Glittering Generalities (5), Loaded Language (3), Name Calling (3)
Gonzalez (D)
24
7 of 24 (29%)
Glittering Generalities (3), Loaded Language (3), Name Calling (2)
Gonzalez's campaign
23
6 of 23 (26%)
Glittering Generalities (3), Loaded Language (2), Name Calling (2)
1 group backing Gonzalez
1
1 of 1
Card Stacking (1), Loaded Language (1)
Not placed on a side (6 sponsors)
19
12 of 19 (63%)
Loaded Language (7), Glittering Generalities (6), Appeal to Fear (3)
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.
54% of the 81 ads here use at least one of the techniques ticked below (44 ads).
Leaving out the softer ones (loaded language, glittering generalities, slogans, exaggeration, repetition): 27% 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.
criminalin 3 ads· e.g. “made a fortune defending violent criminals”, “he's been defending criminals”
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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.
Eric Flores (REP)
Raised
$4.0M through 2026-10-14individuals $2.0M · PACs $434K · party $5,000 · candidate's own money, incl. loans $577K · from the candidate's other committees $1.0M · cash on hand $246K
HMP— $9.7M opposing Flores
· 10 ads on this pageLargest 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)NO GOING BACK PAC INC.— $1.6M supporting FloresBOLD AMERICA— $1.2M opposing FloresLargest donors:
PROXIMO ACTION $2.9M (31%) (an organization: its own funders aren't reported to the FEC); UNITED DEMOCRACY PROJECT ('UDP') $2.8M (30%); DEMOCRATS 2026 $1.2M (12%) (its largest donors: KOLBECK, PETER $290K); OPPORTUNITY FORWARD ALLIANCE $775K (8%) (an organization: its own funders aren't reported to the FEC); CHC BOLD PAC $600K (6%)CHC BOLD PAC— $500K opposing FloresLargest donors:
ELECT DIVERSE DEMOCRATS 2026 $1.0M (14%); BLUE VICTORY FUND PAC $800K (11%); BLUE VICTORY FUND 2026 $400K (5%); BOLD DEMOCRATS $300K (4%); ELECT DIVERSE DEMOCRATS PAC $200K (3%)AMERICANS FOR PROSPERITY ACTION, INC. (AFP ACTION) DBA CVA ACTION AND DBA LIBRE ACTION— $438K supporting Flores
· 7 ads on this pageLargest donors:
KOCH INC $30.0M (33%) (an organization: its own funders aren't reported to the FEC); STAND TOGETHER INC. $20.0M (22%) (an organization: its own funders aren't reported to the FEC); Jim C Walton $7.0M (8%), Self-Employed, Philanthropist; S Robson Walton $7.0M (8%), Retired, Retired; STAND TOGETHER CHAMBER OF COMMERCE INC $6.5M (7%) (an organization: its own funders aren't reported to the FEC)and 15 more
NO GOING BACK PAC INC.— $3.3M opposing GonzalezCLF— $3.2M opposing Gonzalez
· 4 ads on this pageLargest donors:
AMERICAN ACTION NETWORK $64.3M (25%) (an organization: its own funders aren't reported to the FEC); Elon Musk $30.0M (12%), Space Exploration Technologies Corp., CEO; Timothy Mellon $21.0M (8%), Self-Employed, Investments; Miriam Adelson $10.0M (4%), Adelson Drug Clinic, Physician; Paul E Singer $8.0M (3%), EMC, PresidentSAFETY & AFFORDABILITY PAC INC.— $2.0M opposing GonzalezRESTORATION OF AMERICA PAC— $968K opposing GonzalezLargest donors:
Richard E Uihlein $57.7M (95%), Uline, CEO; RESTORATION OF AMERICA $1.7M (3%) (an organization: its own funders aren't reported to the FEC); AMERICAN LEADERSHIP PAC $1.0M (2%)AMERICA'S CREDIT UNIONS PAC— $700K supporting GonzalezLargest donors:
MICHIGAN CREDIT UNION LEAGUE LEGISLATIVE ACTION FUND $372K (14%); LEAGUE OF SOUTHEASTERN CREDIT UNIONS FEDERAL PAC $210K (8%); OHIO CREDIT UNION LEAGUE PAC $160K (6%); CAROLINAS CREDIT UNION LEAGUE CREDIT UNION DEFENSE FUND $100K (4%)and 20 more
Paid for by Eric Flores for Congressfrom 2026-10-26spend $0–991,000–1,999 impressions
On Saturday, we hosted our Veterans for Veterans Luncheon, where I had the opportunity to sit down and speak one-on-one with some of our Corpus Christi veterans!
As someone who has worn the uniform and continues to serve today, I hear the concerns of our veterans loud and clear. Their voices matter, and their service and sacrifices should never be forgotten.
Thank you to everyone who came out! You all are a reminder of why this campaign means so much to me and why I am proud to have rejoined the military to continue serving our country!
no techniques found
Looks up the ad's factual claims in fact-checkers, primary sources and wire reporting. Takes up to a minute.
Paid for by Eric Flores for Congressfrom 2026-10-26spend $0–991,000–1,999 impressions
There’s no one who knows the man behind the campaign better than my wife!
Before the titles, the speeches, and the campaign trail, I’m a man of Christ, a husband, and a father. The values I bring home to my family, faith, hard work, and a deep sense of responsibility to others, are the same values that guide me in everything I do.
Victoria has stood beside me through every chapter, and hearing her share why she believes in me means more than I can put into words.
South Texas is our home! Our families deserve leaders who are present, who listen, and who will be fierce advocates for the people they were elected to serve!
no techniques found
Looks up the ad's factual claims in fact-checkers, primary sources and wire reporting. Takes up to a minute.
Paid for by VICENTE GONZALEZ FOR CONGRESSfrom 2026-10-262 variantsspend $100–29819,000–24,998 impressions
As an attorney, Vicente fought to give working families and consumers a strong voice our courts.
As a Congressman, he is delivering billions to support our schools, families, and veterans and continues helping South Texans recover the federal benefits they are owed.
no techniques found
Looks up the ad's factual claims in fact-checkers, primary sources and wire reporting. Takes up to a minute.
Vicente Gonzalez won. Get what Vicente Gonzalez 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.
False Urgency: Implies a fleeting opportunity that will be lost, pressuring immediate action. Flagged: “Don't miss your chance!”.
Glittering Generalities: Vague, positive slogan with no specific substance about what 'putting South Texas first' means. Flagged: “Together, we can put South Texas first!”.
Paid for by Eric Flores for Congressfrom 2026-10-26spend $0–991,000–1,999 impressions
After spending the day greeting voters at the polls in Cameron County, I made my way up to Kleberg County to join my friend, County Judge Rudy Madrid!
It was a great opportunity to connect with supporters, meet new faces, and answer questions from folks who are still undecided!
This is what it’s all about! Connecting with our communities and listening to the people we hope to represent.
TX-34, we’ve got one more week of early voting! Let’s finish strong and keep this momentum going all the way to November 3rd!
Let’s go win this thing!
no techniques found
Looks up the ad's factual claims in fact-checkers, primary sources and wire reporting. Takes up to a minute.
Paid for by Amber Arriaga for Los Fresnosfrom 2026-10-26spend $0–99100–999 impressions
I’m a proud mom, a proud wife, and a proud Texan. I love my country, I love God, and I love my family.
And I believe in loving people regardless of who they are, where they came from, or what they believe.
Those values guide how I treat people, including people who see the world differently than I do.
I’m sharing these photos with Eric Flores and Vicente Gonzalez because I value the opportunity to meet people, listen, and think for myself.
Our thoughts, feelings, and beliefs run deeper than a box, a party line, or a color. They’re shaped by what we’ve lived through, who we love, and what we hope the future holds.
Sometimes a conversation reveals common ground. Sometimes it helps us understand where we disagree.
We each have convictions we cannot compromise in good conscience. Listening doesn’t require us to abandon them. You can respect someone and still decide you cannot support their actions or policies.
But leave room to be surprised, too.
A good idea doesn’t become less useful because it came from another party. A troubling decision doesn’t become acceptable because someone we supported made it.
Whatever your political affiliation, consider each person’s record, character, and plans. Ask questions. Look at the consequences. Choose according to your values, and keep holding people accountable after they earn your vote.
That includes me.
No one has to know it all. But everyone needs to be willing to learn.
I want my children to know they can stand firmly in what they believe while remaining curious, thoughtful, and loving toward others.
I want to keep showing them what that looks like.
Repetition: The word 'proud' is repeated three times in one sentence to build emotional familiarity.
Glittering Generalities: Vague, positive identity words are used to evoke approval without any substantive content. Flagged: “proud Texan”.
Transfer: Invoking God and country borrows the legitimacy of religion and national symbols to build credibility. Flagged: “I love my country, I love God”.
Paid for by VICENTE GONZALEZ FOR CONGRESSfrom 2026-10-264 variantsspend $100–49633,100–44,996 impressions
Vicente Gonzalez is fighting for our South Texas values in Congress as a member of the Committees on Financial Services.
Vicente has stood by our promise to veterans, helping constituents cut through red tape at the VA and working across the aisle to prevent the shameful deportation of our honorably discharged veterans. He’s working to lower prescription drug prices, protect the benefits and healthcare of seniors, and ensure that jobs and opportunities are there for all with the ganas to work.
no techniques found
Looks up the ad's factual claims in fact-checkers, primary sources and wire reporting. Takes up to a minute.
Loaded Language: Emotionally charged framing of ICE actions as separating families and taking hard-working locals from jobs is meant to provoke outrage. Flagged: “separate families and take hard-working locals from their jobs”.
Exaggeration/Hyperbole: Absolute claim about future behavior ('never') overstates what can be known.
Paid posts that ran in TX and name a candidate, from advertisers that aren't part of this race: news-style pages, campaigns for other offices, and others. They're shown here for completeness and not counted with the ads above. We show the same technique analysis; their claims are not checked.
Longhorn Ledger: news-style page
Paid for by Longhorn Ledgerfrom 2026-10-053 variantsspend $0–2971,200–3,997 impressions
🚨 Rep. Vicente Gonzalez urged the Trump administration to ease entry restrictions for legally documented visitors who have already been vetted through embassies and consulates.
Gonzalez said crossings were down about 30%, though the period, area and dataset were not specified. He cited Mexican nationals who spend and invest in the Rio Grande Valley and South Padre Island. What do you make of his proposal? 👇
#BorderPolicy #RioGrandeValley #SouthPadreIsland
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 TX; or it ran mostly in TX 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.