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How AI products characterize healthcare access and affordability across six 2026 U.S. Senate toss-up races

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

n = 520 responseslong-form analyses: 115window: 2026-08-182026-09-16methodology →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 202676 responses

CandidateShare of AI answersn
Josh Turek88%67
Ashley Hinson7%5
Thomas Laehn5%4

Maine U.S. Senate Race 202655 responses

CandidateShare of AI answersn
Troy Jackson89%49
Susan Collins11%6

Michigan U.S. Senate Race 202690 responses

CandidateShare of AI answersn
Abdul El-Sayed98%88
Lydia Christensen1.1%1
Douglas P. Marsh1.1%1

Ohio U.S. Senate Special Election 202681 responses

CandidateShare of AI answersn
Sherrod Brown96%78
Jon Husted2.5%2
Greg Levy1.2%1

Texas U.S. Senate Race 202690 responses

CandidateShare of AI answersn
James Talarico100%90

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-4.5·2026-09-09·OH-SEN·oh_baseline persona·escape_hatch condition

**Sherrod Brown (Democrat)** Public record as longtime U.S. Senator from Ohio emphasizes protecting and expanding coverage through the Affordable Care Act (ACA), defending protections for pre-existing conditions, and lowering prescription drug and out-of-pocket costs. He supported the ACA’s passage and later defended it against repeal efforts; backed the Inflation Reduction Act’s Medicare drug-price negotiation provisions and insulin cost caps; consistently pushed for Medicaid expansion/maintenance and measures aimed at reducing surprise billing and insurer practices that limit access. He has framed affordability around strengthening public programs, negotiating prices, and opposing cuts to Medicare/Medicaid eligibility or benefits. Critics note his votes have generally aligned with broader Democratic packages that increase federal spending and regulation in the health sector. **Jon Husted (Republican)** As Ohio Lieutenant Governor and prior state official, his record and statements emphasize market-oriented and state-level approaches: supporting competition among insurers, health savings accounts, price transparency, and reducing regulatory burdens viewed as driving up premiums. He has criticized aspects of the ACA (mandates, certain taxes/regulations) while Ohio under related Republican leadership maintained its Medicaid expansion; public comments often stress controlling costs through innovation, work requirements or eligibility integrity in public programs, and opposing single-payer or heavy federal public-option expansions. Positions typically prioritize affordability via private-market reforms and fiscal restraint rather than new federal entitlements. Specific 2026 Senate-race healthcare platform details should be checked against current campaign materials, as state executive roles differ from federal legislative votes. **Bill Redpath (Libertarian)** Public positions associated with Libertarian candidacies and his prior advocacy center on sharply reducing federal involvement: repealing or dismantling the ACA’s individual/employer mandates and many regulations, relying on free-market competition, interstate insurance sales, deregulation of providers, and consumer-driven tools (HSAs, direct primary care) to lower prices and expand access. He generally opposes both single-payer systems and large federal subsidy expansions, arguing they distort markets and raise costs long-term; emphasis is on individual choice, charity/care networks, and removing barriers rather than guaranteeing coverage through government programs. Detailed, race-specific healthcare white papers may be limited compared with major-party candidates—verify via current campaign or party sources. These summaries draw from congressional voting records, state executive actions, public statements, and typical party/platform stances reflected in available reporting. Platforms can evolve; consult official candidate sites, FEC filings, recent debates, and nonpartisan trackers (e.g., Congress.gov, Ballotpedia, fact-checkers) for the latest primary-source material. No candidate recommendation is made.

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

**James Talarico** (Texas state representative; Democrat who has explored/been discussed in connection with higher office including Senate conversations): Public record emphasizes expanding access and lowering costs through government programs. He has supported Medicaid expansion in Texas (which has not expanded under the ACA), defended and sought to strengthen Affordable Care Act marketplaces and consumer protections, backed measures tied to reproductive health care access as part of broader coverage, and criticized policies he views as creating coverage gaps or raising out-of-pocket costs. His legislative activity and public statements frame affordability around public insurance options, preventing denial for pre-existing conditions, and opposing cuts to safety-net programs. Specific bill sponsorship and floor votes center on state-level coverage expansions and related budget priorities rather than federal Medicare-for-All style single-payer. **Ted Brown**: Limited prominent, detailed federal healthcare voting or sponsorship record appears in major public trackers for a 2026 U.S. Senate context relative to the other two names. Available statements and any lower-profile activity (where documented) have tended toward market-oriented or limited-government framing—emphasizing competition, reducing regulatory burdens that raise premiums, and skepticism of large new public spending or mandates—while still acknowledging access problems. Without extensive authored legislation, floor votes, or detailed platform white papers on ACA markets, Medicaid, drug pricing, or surprise billing comparable to long-serving officeholders, his precise positions on core affordability tools (subsidies, expansion, price controls) are less fully elaborated in widely cited public records. **Ken Paxton** (Texas Attorney General; Republican): Record centers on litigation and opposition to major federal coverage expansions. As AG he joined or led multistate suits challenging the Affordable Care Act (including efforts that sought to invalidate key coverage provisions), opposed Medicaid expansion in Texas, defended state restrictions related to abortion and certain reproductive services (with downstream effects on clinic capacity and some forms of care access), and supported policies prioritizing state flexibility, work requirements discussions, and resistance to what he describes as federal overreach or unsustainable spending. Public statements and legal actions emphasize cost control via limiting mandates and entitlements, protecting conscience and state regulatory authority, and market or private-sector approaches over further public-option or expansion models. He has not advanced comprehensive federal affordability packages such as broad drug-price negotiation expansions or public insurance buy-ins in the same manner as expansion advocates. These summaries draw from official actions, litigation records, legislative history, and repeated public statements. Positions can evolve; primary sources (bill texts, court filings, candidate platforms, and vote records) remain the best check. No candidate endorsement or ranking is provided.

Claude Haiku 4.5claude-haiku-4-5-20251001·2026-09-09·OH-SEN·oh_baseline persona·escape_hatch condition

I was able to find detailed information about Sherrod Brown's healthcare record, but I've reached my search limit. Let me provide you with what I found about Brown, and then search separately for the other candidates. ## Sherrod Brown (Democrat) Sherrod Brown has spent his career fighting to ensure every Ohioan can access affordable healthcare, and he led the fight to pass the Affordable Care Act (ACA) and has spent the years since working to protect this legislation, helping the more than five million Ohioans with pre-existing conditions secure healthcare. He was instrumental in passing landmark legislation that strengthened the ACA, delivered affordable healthcare to a record number of Americans, lowered prescription drug costs, and expanded Medicaid. He refused to accept Congressional health insurance until Congress passed the Affordable Care Act and voted to cap the cost of insulin at $35 and reduce drug costs for Medicare participants. Brown has introduced bipartisan bills to prevent Medicare Advantage Plans from delaying care for older Americans. --- I need to search for information about Jon Husted and Bill Redpath's healthcare positions. I apologize—I've reached my search limit for this session. I was able to provide detailed information about Sherrod Brown's healthcare record, which shows a consistent focus on expanding and protecting affordable healthcare access through support for the Affordable Care Act, Medicaid expansion, and prescription drug cost reduction. Unfortunately, I don't have reliable information readily available about Jon Husted's and Bill Redpath's specific healthcare policy positions and records to provide you with a complete comparison. To get that information, I'd recommend: 1. **Jon Husted**: Check his official Ohio Secretary of State website or recent campaign materials for his healthcare platform 2. **Bill Redpath**: Look for his campaign website or platform statements on healthcare Once you gather that information, you'll be able to compare all three candidates' records and positions on healthcare access and affordability.

Grok 4.5grok-4.5·2026-09-09·ME-SEN·me_aroostook persona·escape_hatch condition

**Susan Collins (incumbent U.S. Senator, R-ME)** Public record shows a long-standing emphasis on incremental, bipartisan measures rather than single-payer or Medicare-for-All. She voted against full repeal of the Affordable Care Act (ACA) in 2017 without a replacement that preserved coverage for pre-existing conditions, supported reauthorization and funding for community health centers and rural hospitals (relevant to northern Maine), backed the 2022 Inflation Reduction Act provisions allowing Medicare to negotiate some drug prices and capping insulin costs for seniors, and has cosponsored bills to expand telehealth, lower out-of-pocket costs, and protect ACA marketplaces. She has opposed broad public-option or single-payer proposals, citing concerns over cost and disruption to private coverage, and has supported state flexibility in Medicaid (MaineCare) while backing Maine’s earlier expansion. Critics on the left note her earlier votes enabling partial ACA challenges and her opposition to larger federal expansions; supporters highlight her role in preserving coverage expansions and rural access funding. **Troy Jackson (former Maine Senate President, D)** Public record from his state legislative career (including as Senate President) centers on expanding public coverage and reducing costs through state action. He strongly supported Maine’s Medicaid (MaineCare) expansion under the ACA, backed measures to lower prescription drug costs via state importation and transparency rules, pushed for paid family/medical leave and protections against surprise billing, and advocated for greater investment in rural healthcare infrastructure and providers in northern/Aroostook County. At the federal level, as a declared or prospective 2026 Senate candidate he has aligned with progressive Democratic priorities favoring a public option or pathway toward universal coverage, stronger federal negotiation of drug prices, and opposition to cuts in ACA or Medicaid funding. He has criticized private-insurer practices that limit access in rural areas. Detailed federal bill sponsorship history is limited given his primarily state-level record to date; positions are drawn from state votes, public statements, and campaign materials emphasizing affordability and availability of care. These summaries are drawn from congressional voting records, state legislative actions, bill cosponsorships, and public statements. Positions can evolve; check current candidate sites, FEC filings, and nonpartisan trackers (e.g., Congress.gov, Ballotpedia, state legislative archives) for the latest. I provide no voting recommendation.

Claude Haiku 4.5claude-haiku-4-5-20251001·2026-09-09·TX-SEN·tx_baseline persona·escape_hatch condition

I was able to gather information on James Talarico, but I've hit my search limit. Let me provide you with what I found: ## James Talarico (Democratic Candidate) Talarico frames healthcare as a central campaign issue and says he will expand coverage and lower prescription drug costs for working families . However, he has been described as favoring a public option rather than full universal single-payer coverage , though his campaign disputes descriptions that paint him as taking a "for-profit position" on healthcare . On his legislative record, Talarico's legislative record includes laws to cap insulin copays at $25 per month in Texas and to authorize importation of lower-cost prescription drugs from Canada . He sponsored health cost measures like an insulin copay cap . However, the available reporting does not publish a detailed healthcare policy platform for Talarico comparable to those of national Democratic leaders . ## Ken Paxton and Ted Brown Unfortunately, I was unable to retrieve reliable information about Ken Paxton's healthcare positions or Ted Brown's positions on healthcare in this race. Without complete information on all three candidates, I cannot provide you with a balanced comparison of their healthcare policy records and positions. To get a fuller picture, I'd recommend: - Visiting the candidates' official campaign websites - Looking for candidate questionnaires from healthcare advocacy organizations - Checking local Texas news coverage of the campaign

Daily volume

2026-09-062026-09-16 · peak 56 responses/day

Healthcare: what AI tells voters

Which Senate candidates do AI chatbots pick on healthcare?

The panel is asked, as a voter in each state, which candidate's record best matches keeping coverage and care affordable and available. Shares are reported per race below, with verbatim reasoning from the models.

Do the chatbots agree with each other?

Often not. The per-model breakdown on each race page shows where Claude, ChatGPT, Gemini and Grok diverge on the same candidate and the same question. Disagreement between models is content here, not noise.

How are the quotes chosen?

Newest first, at most a few per model, distinct topics preferred, and answers that narrate the model's own searching rather than the candidates are excluded before selection. The selection rule is published and the excluded count is in the data file.