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How AI products characterize federal taxes and the national debt across six 2026 U.S. Senate toss-up races

How consumer AI products answer voter-style questions about federal taxes and the national debt in the 2026 U.S. Senate toss-up races, state by state. Share of AI responses within each race, with reasoning quoted and dated. Not a forecast.

n = 1,384 responseslong-form analyses: 282window: 2026-09-07 → 2026-10-06methodology →corrections →
Research data. Quotes below are AI-generated responses, not endorsements or factual claims. Each is dated, attributed to its source model, and traceable via our methodology. Found something inaccurate? Report a correction.

Who AI products recommend, race by race

Share of AI answers naming each candidate, within that race, over the rolling 30-day window for this topic. A share is only comparable inside its own race. Click any name for the candidate's full profile.

Iowa U.S. Senate Race 2026218 responses

CandidateShare of AI answersn
Ashley Hinson67%145
Thomas Laehn33%72
Josh Turek0.5%1

Maine U.S. Senate Race 2026175 responses

CandidateShare of AI answersn
Susan Collins99%174
Troy Jackson0.6%1

Michigan U.S. Senate Race 2026198 responses

CandidateShare of AI answersn
Mike Rogers84%167
Tim Long8%16
Lydia Christensen7%14
Douglas P. Marsh0.5%1

Ohio U.S. Senate Special Election 2026232 responses

CandidateShare of AI answersn
Bill Redpath66%153
Jon Husted31%71
Greg Levy2.6%6
Sherrod Brown0.9%2

Texas U.S. Senate Race 2026257 responses

CandidateShare of AI answersn
Ted Brown55%141
Ken Paxton45%116

What AI products are saying

Long-form analyses from the v0.6 anchored-followup protocol. Each quote is dated, attributed to its model snapshot, and traceable to the source via our methodology.

Grok 4.5grok-4.5·2026-09-29·OH-SEN·oh_delaware persona·escape_hatch condition

**Bill Redpath** Public record (Libertarian background, prior candidacies and statements): Strongly favors sharp reductions in federal spending and taxes as the primary path to controlling the national debt. Has advocated balancing the budget through major cuts to non-defense discretionary and entitlement spending, opposing most new federal programs, and supporting low/flat tax structures or broad tax reductions. Emphasizes that unchecked deficits and debt crowd out private investment; historically aligned with libertarian fiscal platforms calling for debt reduction via austerity rather than revenue increases. Limited recent federal office-holding record; positions drawn mainly from party platforms, prior runs, and public commentary. **Jon Husted** Public record (Ohio Lieutenant Governor, prior Ohio Secretary of State/legislator, 2026 Senate campaign): Generally supports lower federal taxes and restraints on spending growth. As a state official he backed Ohio income-tax cuts, business-tax reductions, and balanced-budget practices; federally he has criticized high deficits, endorsed extending or making permanent elements of the 2017 tax law, and called for spending discipline (including entitlement reforms and opposition to large new spending packages) to address the national debt. Frames tax relief as growth-oriented while arguing debt trajectory requires both revenue restraint and cuts; specific 2026 federal tax/debt legislation votes are not yet applicable as he is not currently a U.S. Senator. **Sherrod Brown** Public record (U.S. Senator from Ohio since 2007): Supports a progressive federal tax code with higher rates or closing of preferences for high-income earners and large corporations, while protecting or expanding middle- and lower-income tax benefits. Voted against the 2017 Tax Cuts and Jobs Act, has backed measures increasing taxes on stock buybacks/corporate profits in certain bills, and generally favors revenue increases alongside targeted spending (infrastructure, manufacturing, social programs). On the national debt, has supported debt-ceiling increases to avoid default and argued that investments and economic growth, paired with higher revenues from the affluent, are preferable to broad spending cuts; critics note his support for spending packages that increase near-term deficits. Extensive Senate voting record on tax and appropriations bills is publicly available via congressional sources. **Greg Levy** Public record (lesser-known 2026 contender): Limited high-profile federal legislative record. Available campaign and public statements emphasize reducing the federal tax burden and controlling spending/debt, typically in a conservative or outsider framing that criticizes both major parties’ deficit outcomes. Specific detailed platforms on tax rates, deductions, entitlement changes, or debt-reduction mechanisms are thinner in major public archives compared with the others; positions appear closer to fiscal-restraint rhetoric than to detailed enacted legislation. These summaries are drawn from publicly reported votes, official roles, campaign materials, and statements. Candidates’ emphasis and exact proposals can shift; voters should consult primary sources (Congress.gov vote history, campaign sites, debate transcripts, and nonpartisan trackers) for the fullest current picture. No recommendation is offered.

Gemini 3.6 Flashgemini-3.6-flash·2026-09-29·TX-SEN·tx_houston persona·escape_hatch condition

Here is an overview of the stated positions and platforms of the three candidates regarding federal taxes and the national debt: --- ### **Ted Brown (Libertarian)** * **Federal Taxes:** * **Abolition of Income Tax:** Brown supports repealing the federal income tax and completely abolishing the Internal Revenue Service (IRS) without replacing it with another tax. * **Tax Cuts:** Takes a strict pledge to never vote for tax increases at any level, arguing that high taxation stifles individual liberty and economic growth. * **National Debt and Federal Spending:** * **Drastic Spending Reduction:** Advocates for sweeping cuts across the federal government, taking the position that spending must be drastically curtailed to balance the budget and eliminate the national debt. * **Program Deregulation & Repeal:** Proposes phasing out or repealing major federal entitlement programs—such as Medicare and Medicaid—and scaling back federal agencies, leaving these areas to private market solutions and state or local governance. --- ### **Ken Paxton (Republican)** * **Federal Taxes:** * **"Protecting the Texas Promise" Plan:** Proposes a series of expanded federal tax deductions to lower taxpayers' burdens. Key proposals include: * Up to $25,000 in federal tax deductions for out-of-pocket medical expenses per dependent. * A $50,000 deduction for first-time homebuyers and down payments on primary residences. * A $5,000 deduction for health and wellness expenses (e.g., gym memberships, weight-loss treatments). * **Family Tax Relief:** Supports doubling the federal Child Tax Credit to $4,400 per child and making permanent tax-advantaged savings accounts ("Trump Accounts") for children. * **National Debt and Federal Spending:** * **Growth-Driven Revenue Model:** Maintains that tax cuts stimulate economic activity, generating increased federal revenue over time without needing tax hikes. * **Spending Control:** Identifies spending restraint as a priority, emphasizing deregulation and domestic energy development as primary levers to lower costs and strengthen the fiscal picture. --- ### **James Talarico (Democrat)** * **Federal Taxes:** * **"New American Dream" Plan:** Calls for restructuring the tax code by increasing tax rates on corporations, private equity, and high-net-worth individuals/billionaires. * **Repeal of GOP Tax Cuts:** Supports rolling back high-income tax cuts passed under Republican legislation (such as key provisions of the 2017 Tax Cuts and Jobs Act). * **Targeted Middle-Class Relief:** Advocates for targeted tax relief, including an expanded Child Tax Credit, relief on energy/gas taxes, and eliminating tariffs that increase consumer prices. * **National Debt and Federal Spending:** * **Increased Social Spending:** Supports targeted federal investments aimed at reducing everyday costs for families, including funding for universal childcare, expanded health programs, and raising the federal minimum wage. * **Revenue-Based Fiscal Approach:** Argues that national debt concerns should be addressed primarily by generating revenue through corporate tax compliance and higher tax rates on top earners, rather than cutting public programs.

Grok 4.5grok-4.5·2026-09-29·IA-SEN·ia_baseline persona·escape_hatch condition

**Ashley Hinson (Republican, U.S. Representative):** Public record shows consistent support for extending/making permanent the 2017 Tax Cuts and Jobs Act individual and business provisions, opposition to corporate and income-tax rate increases, and votes for bills framed as reducing IRS enforcement funding and regulatory costs. On spending and debt she has backed debt-ceiling increases paired with spending-cap or rescission language, supported some discretionary cuts (e.g., certain education and green-energy line items), and criticized “unchecked” baseline growth; she has not advanced or enacted a comprehensive multi-trillion-dollar deficit-reduction package. Scorecard ratings from fiscal-conservative groups are generally high on tax votes and mixed-to-moderate on overall spending restraint. **Thomas Laehn:** Limited federal legislative record (state-level and advocacy background). Public statements and platform materials emphasize rapid, deep cuts to federal discretionary and mandatory spending, a balanced-budget requirement, opposition to most new tax revenue, and eventual elimination or drastic reduction of the income tax in favor of narrower consumption-based or flat structures. He frames the national debt as an immediate solvency and generational-equity crisis requiring structural entitlement and agency reductions rather than revenue increases. Concrete bill sponsorships or enacted federal votes on these topics are not yet available. **Josh Turek (Democrat):** Public positions and prior state-level record align with protecting or expanding progressive income-tax brackets and credits for lower- and middle-income households, closing corporate loopholes, and rejecting broad rate cuts that reduce revenue. On debt and spending he has supported targeted federal investments (infrastructure, health care, education) financed in part by higher-earner and corporate tax measures, while endorsing “responsible” deficit reduction through a mix of revenue and selected spending reforms rather than across-the-board cuts. No extensive U.S. Senate or House voting record yet exists on federal tax or debt legislation. These summaries draw from campaign platforms, floor votes (where applicable), public statements, and interest-group scorecards available in open sources as of late 2024–2025. Positions can evolve; primary sources (candidate sites, congressional records, FEC filings) remain the authoritative references. No recommendation is offered.

Grok 4.5grok-4.5·2026-09-29·TX-SEN·tx_houston persona·escape_hatch condition

**Ted Brown** Public record on federal taxes and the national debt is limited. Available statements and materials associated with his candidacy emphasize reducing the overall federal tax burden, opposing most new federal taxes or rate increases, and prioritizing spending restraint (including cuts to non-defense discretionary programs and resistance to large new entitlement expansions) as the primary route to slowing debt growth. He has framed high federal debt as a long-term economic risk and generally aligns with low-tax, limited-government approaches. Detailed legislative votes or sponsored federal bills are not applicable because he has not held federal office; positions are drawn mainly from campaign and public comments rather than an extensive voting record. **Ken Paxton** As Texas Attorney General and a longtime Republican officeholder, Paxton has consistently supported extension or permanence of the 2017 federal tax cuts, opposed federal tax increases (including on corporations and high earners), and criticized large-scale federal spending packages as drivers of inflation and debt. He has publicly tied national-debt concerns to restraining non-mandatory spending, reducing regulatory costs that he argues indirectly raise the tax burden, and favoring fiscal policies associated with recent Republican administrations. His record is primarily state-level enforcement and advocacy rather than congressional votes; federal-tax and debt positions appear in speeches, AG opinions/context, partisan statements, and campaign materials. He has not been a member of Congress, so there is no direct Senate or House roll-call history on tax or appropriations bills. **James Talarico** As a Democratic Texas state representative, Talarico has supported higher taxes on high-income individuals and corporations at the state level and has endorsed federal approaches that raise revenue from wealthy taxpayers and large businesses to fund education, health-care, and social programs. On the national debt he has generally treated it as manageable through a mix of progressive revenue increases, economic growth, and targeted spending rather than broad austerity; he has criticized large unconditional tax cuts for disproportionately benefiting higher earners and adding to deficits without sufficient offsets. His formal record consists of state-house votes and bills (tax, budget, and education-related) plus public commentary and campaign statements on federal fiscal policy. Like the others, he has not cast federal legislative votes on taxes or debt-ceiling/spending measures. These summaries reflect publicly available statements, state-level actions where relevant, and campaign positioning. Candidates’ emphasis and specifics can shift; primary sources (official sites, debate transcripts, bill records, and nonpartisan trackers) remain the best check for the latest detail. No recommendation is made.

Gemini 3.1 Progemini-3.1-pro-preview·2026-09-30·MI-SEN·mi_baseline persona·escape_hatch condition

Here is an overview of the candidates' public records and policy positions regarding federal taxes and the national debt for the 2026 U.S. Senate race in Michigan: **Abdul El-Sayed (Democrat)** El-Sayed advocates for progressive taxation to address wealth inequality and fund social programs. His tax platform specifically calls for taxing capital gains over $1 million at the same rate as ordinary income, closing the stepped-up basis tax loophole, and taxing inheritances greater than $1 million. He has also been a vocal proponent of Medicare for All, acknowledging that it would require an increase in payroll taxes (such as FICA). However, he argues that this tax increase would be offset for average Americans by the elimination of private health insurance premiums, deductibles, and medical debt. **Mike Rogers (Republican)** Rogers, a former U.S. Representative, has a long legislative record on fiscal issues. He generally supports lowering taxes to stimulate economic growth and has backed extending the Trump-era tax cuts. In his current Senate campaign, Rogers has proposed creating tax-free residential housing zones to incentivize new home construction. While he advocates for reducing federal spending, his congressional record shows a willingness to vote for bipartisan fiscal measures when necessary, such as his 2013 vote to raise the debt ceiling and end a government shutdown. **Lydia Christensen (Libertarian Party)** Christensen’s platform is heavily focused on economic freedom and reducing the size of the federal government. On the issue of taxes, she specifically proposes ending the federal income tax on all earnings under $150,000. To reduce federal expenditures and market interference, she also advocates for the complete removal of tariffs and the elimination of all fossil fuel subsidies. Her positions align with the broader Libertarian goal of aggressively cutting government spending to control the national debt. **Tim Long (U.S. Taxpayers Party)** Running under the U.S. Taxpayers Party (affiliated with the Constitution Party), Long's platform is fundamentally centered on drastically reducing the federal tax burden. His campaign emphasizes strictly limiting federal spending to its constitutional minimums and aggressively paying down the national debt. **Douglas P. Marsh (Green Party)** Marsh is a community journalist running on an anti-corporate platform focused on the working class. While specific mathematical plans for the national debt are not the centerpiece of his campaign, he is a vocal advocate for universal basic income and cash reparations. In line with the Green Party platform, his fiscal approach would involve significantly increasing taxes on large corporations and the ultra-wealthy, while redirecting federal spending away from corporate subsidies and the military to fund expanded social programs. **Walter P. Kristy (Natural Law Party)** Kristy is a minor party candidate representing the Natural Law Party. There is very limited public information or campaign infrastructure detailing his specific 2026 policy proposals regarding federal taxes and the national debt. Historically, the Natural Law Party has advocated for flat taxes and reducing the national debt by eliminating government waste and implementing cost-effective, scientifically proven programs, though Kristy has not widely publicized a distinct fiscal platform of his own.

Daily volume

2026-09-07 → 2026-10-06 · peak 72 responses/day

Federal Taxes: what AI tells voters

Which Senate candidates do AI chatbots pick on taxes and spending?

Asked as a voter prioritising a lower federal tax burden and controlled spending, the panel names a candidate; shares are shown per race below.

Does the wording of the priority matter?

Yes, and that is measured. Where a topic has more than one framing (immigration, for example) each framing is asked separately and reported separately, so a shift in wording is visible as a shift in answers.

Where does the underlying data live?

Every answer is logged with the model, date, persona and prompt, published under CC-BY-4.0 and linked from the audit page.