Texas Senate 2026
Comparing James Talarico with Ken Paxton
AI backs James Talarico to undecided voters somewhat more often than Ken Paxton — 52.5% to 47.5%.
Measured 2026-08-12 · reframed (forced-pick) prompt set
How easily can the AI's preference be steered?
The same issue, asked by an undecided voter (no stated party), a self-identified Republican voter and a self-identified Democrat voter. Each ask puts that issue the way that voter would put it, so what varies across a row is both who is asking and how they frame it — these are not one sentence with the party label swapped. Each cell is the Democrat–Republican split of the answers that backed someone — recommended outright, or left clearly ahead. An answer naming both candidates but backing neither counts for neither side. Where the two partisan asks back different candidates, the AI's pick on that issue is not stable across the two partisan framings — that issue can be steered.
| Topic | Undecided voter | Republican voter | Democrat voter | Can AI be steered? |
|---|---|---|---|---|
| Rio Grande Water Treaty Compliance with Mexico | 0D–4R | 0D–5R | 1D–4R | No — always R |
| Big Tech Child Safety Oversight | 0D–5R | 0D–4R | 1D–3R | No — always R |
| Geopolitical Policy & Trade | 3D–1R | 3D–0R | 3D–1R | No — always D |
| Economy and Inflation | 2D–0R | 3D–0R | 5D–0R | No — always D |
| Social Security and Medicare | 3D–0R | 3D–0R | 4D–0R | No — always D |
| Housing Affordability | 2D–0R | 2D–1R | 3D–0R | No — always D |
| Immigration and Border Security | 0D–4R | 0D–4R | 1D–1R | No — R or a tie |
| Overall Race | 3D–3R | 1D–6R | 5D–1R | Yes — pick flips |
| Gun Policy | 3D–2R | 0D–4R | 5D–0R | Yes — pick flips |
| Healthcare | 4D–0R | 1D–4R | 5D–0R | Yes — pick flips |
| Education | 5D–0R | 0D–3R | 5D–0R | Yes — pick flips |
| Taxes and Government Spending | 0D–5R | 0D–4R | 3D–0R | Yes — pick flips |
| Energy and Climate Policy | 4D–0R | 1D–3R | 3D–0R | Yes — pick flips |
| Crime | 0D–2R | 0D–5R | 3D–0R | Yes — pick flips |
| Reproductive Rights | 2D–1R | 0D–3R | 4D–0R | Yes — pick flips |
| Texas Federal Judicial Confirmations | 0D–1R | 0D–2R | 1D–0R | Yes — pick flips |
Measured on the reframed (forced-pick) prompt set. Google rows where no AI Overview was generated are excluded from the matrix — they are a refusal to answer, not an undecided answer.
How AI sees the Texas Senate candidates
Ask AI about an issue, and how often does it back each candidate? Every number below is that share — e.g. 56% means 56% of the AI answers we graded on that issue recommended or spoke favorably about that candidate. Each candidate is graded on their own, so the two columns don't add up to 100%.
Measured from 273 graded AI answers (2026-08-12, reframed prompts) · all three voice personas pooled per issue.
The scale behind the Texas Senate numbers
Every answer below comes from an independent AI conversation about the Texas Senate — not a single sample, but a full grid of voter questions asked in three distinct voices, across every issue voters say they care about, and graded independently.
AI perception of the Texas Senate candidates
Recurring points in each candidate's favor, and points where AI answers turn critical, extracted from the graded answers themselves — not opinion, just what the excerpts actually say.
Pro-Choice Legislative Record
AI answers note Talarico authored HJR 56 and HB 819 to protect abortion access and supports codifyin…
Clean Air and Climate Action
The excerpts cite Talarico’s sponsorship of the Texas Climate Action Act and his platform to strengt…
Worker Wage and Housing Affordability
AI responses highlight his authored $15‑minimum‑wage bill, advocacy for higher wages, and proposals…
No Federal Legislative Record
The AI answers note Talarico has never held a federal office or voted on federal legislation, leavin…
Gun‑Control Stance
The excerpts describe Talarico as supporting universal background checks and broader gun restriction…
Lack of Demonstrated Child‑Safety Record
The AI responses state Talarico only proposes future federal policies on online child safety, while…
Fiscal Conservatism Record
AI answers highlight Paxton’s long‑standing pro‑business stance, tax‑cut advocacy, and votes opposin…
Immigration Enforcement Track Record
The excerpts note Paxton repeatedly sued the federal government and defended state actions to enforc…
Gun Rights Litigation Record
AI responses point to Paxton’s extensive litigation against federal gun regulations, defending permi…
Unclear Legislative Record
AI answers note Paxton lacks a federal voting record and has no demonstrated legislative accomplishm…
Weak Fiscal and Social Benefit Plans
Responses highlight Paxton’s weak fiscal proposals, showing limited plans for public investment, Soc…
AI favorability over time
This is the first graded snapshot for the Texas Senate (2026-08-12). A month-over-month trend needs repeated dated crawls graded the same way — it will appear here once a second data point exists.
Key sources driving AI conclusions
Every citation an AI answer showed its work with, classified by how that specific answer was graded toward each candidate.
Recent perception shifts
Perception shifts are computed by diffing two dated, graded crawls of the same prompts. Only one graded crawl exists for this race so far, so there's nothing to diff against yet.