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CA-22 (Central Valley)
House · California · Cook rating: Toss-up
Heavily Latino district on a redrawn 2026 map

Randy Villegas

David Valadao
From the EvidentlyAEO AI Midterms Tracker
40 AI answers from 4 models · collected Oct 23, 2026
Sentiment gap
Average sentiment of answers about each candidate, 1 to 100
Villegas +10 more positive
Name recall
Who the assistants name in the 3 questions that mention neither candidate
Villegas 10 of 12, first 1
Valadao 11 of 12, first 10
AI vs Cook rating
Cook Political Report rating, Toss-up, against the AI models' lean
AI leans more Democratic than Cook
Model agreement
How many assistants that made a call agree on the same one
100%agree
3 of 3 assistants · 1 declined
3 Villegas0 toss-up0 Valadao1 no call
Who the AI models favor
Of 4 AI models asked about CA-22 today, 3 say Randy Villegas is favored over David Valadao and 1 declines to assess it.

Villegas
Democrat

Valadao
Republican
- 3 favor Villegas
- 0 toss-up
- 0 favor Valadao
- 1 no call
Three of four assistants favor Villegas.
Each assistant’s call
“Randy Villegas is the clear forecast favorite, while David Valadao is the underdog ... a meaningful advantage, but not a lock”
Google AI ModeDeclined
“current forecasts and polls show a competitive contest with a slight edge for Villegas”
“Randy Villegas is currently favored, but the race appears competitive.”
Each assistant was asked: “Who is favored to win, and what do polls and forecasts say?”
Polls these assistants cite range from Randy Villegas +4 (Tulchin Research / House Majority PAC, June 15-21) to Randy Villegas +4 (Tulchin Research / House Majority PAC, June 15-21) (2 different polls and averages).
Strengths and weaknesses AI cites
Attributes raised by at least 2 of the 4 models, with a quote checked against the original answer.

Randy Villegas
Local roots & ties
74
“His supporters argue that his grassroots organizing and focus on working-class communities offer an alternative to the party establishment.”ChatGPT
“Randy Villegas presents himself as a "people-first" leader rooted directly in the working-class realities of the Central Valley.”
Gemini
“Villegas emphasizes his local record on the school board where he advocated for wage increases for teachers and school staff.”
Google AI Mode
Raised by 4 of 4 models.
Economic policy
66
“Activism: Built a career as a community organizer focused on grassroots advocacy, labor rights, and working-class representation.”
Gemini
“Supports raising taxes on the wealthiest Americans, tax incentives for small businesses, and policies intended to improve workers' wages and economic security.”ChatGPT
“His campaign focuses on working-class families and high fuel prices.”
Google AI Mode
Raised by 4 of 4 models.
Ideology & policy platform
65
“He supports Medicare for All and argues that Valadao's vote for the 2025 budget law threatens families who depend on public health coverage.”ChatGPT
“Villegas campaigns on reversing these health cuts, protecting coverage, and moving toward guaranteed, accessible healthcare for all residents.”
Gemini
“Villegas has heavily leveraged this vote, warning that it will strip healthcare access away from Valley families through newly implemented work requirements.”
Google AI Mode
Raised by 4 of 4 models.
Healthcare policy
69
“Villegas rejects these restrictions entirely, viewing healthcare as a human right that should be publicly funded for all.”
Google AI Mode
“Villegas has focused heavily on economic populism and healthcare reform.”
Gemini
“The results don’t provide enough detail to make a fair policy-by-policy comparison with Villegas.”
Perplexity
Raised by 3 of 4 models.
Unclear or generic attribute
68
“He successfully advocated for increased teacher and staff wages and highlighted improvements in student graduation rates.”
Google AI Mode
“His proposals include capping prescription drug and medical procedure prices.”ChatGPT
“He is a political scientist with a doctorate.”
Perplexity
Raised by 3 of 4 models.

David Valadao
Experience & qualifications
76
“Valadao has historically found success by positioning himself as an independent voice focused on local stability and practical fixes.”
Gemini
“Valadao is a dairy farmer from Hanford and has served in Congress, with a break in his service, since first being elected in 2012.”ChatGPT
“Valadao is a battle-tested politician who has represented the Central Valley for multiple terms.”
Google AI Mode
Raised by 4 of 4 models.
Local roots & ties
70
“Valadao pitches himself as an even-tempered pragmatist focused on agricultural needs, water supply, and working across party lines.”
Gemini
“His background in the region's dairy-farming industry and established political profile give him a basis for maintaining support.”ChatGPT
“Valadao enjoys deep-rooted trust from the agricultural and business sectors due to his continuous local presence as a dairy farmer, community member, and experienced representative.”
Google AI Mode
Raised by 4 of 4 models.
Economic policy
66
“His longevity and seniority on the Appropriations Committee allow him to campaign on delivering tangible federal funding and business advocacy.”
Gemini
“His emphasis on water supply, irrigation, farm policy and rural economic needs directly addresses longstanding Central Valley concerns.”ChatGPT
“Historically, Republican Rep. David Valadao has successfully appealed to these voters on farming issues.”
Google AI Mode
Raised by 4 of 4 models.
Does AI tie each candidate to what voters care about?

26% of what AI says about Villegas is about the issues voters rank highest

27% of what AI says about Valadao is about the issues voters rank highest
| What voters care about | Randy Villegas | David Valadao |
|---|---|---|
| healthcare | 693 mentions · 3 models | 503 mentions · 3 models |
| cost of living, taxes | 6621 mentions · 4 models | 6627 mentions · 4 models |
| water and agriculture | 685 mentions · 3 models | 584 mentions · 3 models |
Top issues come from the AI answers about what voters care about. Scores are average sentiment, 1 to 100, of what AI says about each candidate on that issue.
What AI says voters care about
Top issues
- 1.Healthcare
- 2.Cost of living
- 3.Water and agriculture
- 4.Taxes
Party trusted more on
- EconomySplit
- HealthcareDemocrats
- ImmigrationSplit
Enthusiasm edge
Split. Which side’s voters most models say are more motivated to turn out.
Polls the AI models cite
As stated in each AI answer. Not independently verified, and some are averages rather than single polls.
| Poll | Dates | Villegas | Valadao | Cited by |
|---|---|---|---|---|
| Tulchin Research / House Majority PACLV | June 15-21 | 48 | 44 | ChatGPT |
| PollingSource average | — | 48 | 44 |
Where the answers came from
Photos: Randy Villegas (CC BY 4.0 (Maremoto Fund)); David Valadao (Public domain (official House photo, 2021)), via Wikimedia Commons.
This tracker shows what AI assistants say when asked the same neutral questions every day. It is not a poll, a forecast or an endorsement. AI answers can be wrong or out of date, and poll numbers are reported as the AI stated them. Candidate photos are from Wikimedia Commons under their stated licences. Party icons: Font Awesome Free (CC BY 4.0).
Cite this
Source: EvidentlyAEO AI Midterms Tracker, "CA-22 (Central Valley): What AI Models Say," data as of Oct 23, 2026. https://evidentlyaeo.com/election-2026/ca-22
Free to quote and screenshot with this credit and a link.