Voter S17 · one of 23 households
Rural resident outside farming
“I work in a small town rather than farming. My family drives long distances for services, and local jobs and healthcare are limited.”
- questions written for them
- 5
- answers collected
- 20
- AI assistants
- 4
- asked nationally
- NZ
5 questions, each written as this voter would ask it
The issue each question is about, and how much it matters to this voter. Open any question to read the assistants' answers in full.
PF090
Healthcare
I work in a small town rather than farming. My family drives long distances for services, and local jobs and healthcare are limited. I am considering my vote in the 2026 New Zealand general election. Which parties have specific plans for healthcare access in smaller towns and rural communities?
PF091
Jobs and unemployment
I work in a small town rather than farming. My family drives long distances for services, and local jobs and healthcare are limited. I am considering my vote in the 2026 New Zealand general election. What would parties do to create or retain jobs in small towns beyond farming?
PF092
Fuel and energy
I work in a small town rather than farming. My family drives long distances for services, and local jobs and healthcare are limited. I am considering my vote in the 2026 New Zealand general election. What would parties do about fuel costs for people who have few public transport alternatives?
PF093
Infrastructure and local services
I work in a small town rather than farming. My family drives long distances for services, and local jobs and healthcare are limited. I am considering my vote in the 2026 New Zealand general election. How do parties compare on roads, broadband and local infrastructure outside major cities?
PF094
Education and childcare
I work in a small town rather than farming. My family drives long distances for services, and local jobs and healthcare are limited. I am considering my vote in the 2026 New Zealand general election. What do parties propose about retaining schools, teachers and learning support in smaller communities?
Which parties AI put in front of this voter
Of the 20 answers this voter received, 15 left out at least one of the six parties in Parliament. Te Pāti Māori was named least often, in 6 of 20.
Answers naming each party, out of 20
National20 of 20 answers
Labour20 of 20 answers
Greens19 of 20 answers
ACT17 of 20 answers
NZ First18 of 20 answers
Te Pāti Māori6 of 20 answers
Opportunity4 of 20 answers
ChatGPT
2 of 5 answers
named all six parties in Parliament
- National
- Labour
- Greens
- ACT
- NZ First
- Te Pāti Māori
Gemini
2 of 5 answers
named all six parties in Parliament
- National
- Labour
- Greens
- ACT
- NZ First
- Te Pāti Māori
Google AI Mode
1 of 5 answers
named all six parties in Parliament
- National
- Labour
- Greens
- ACT
- NZ First
- Te Pāti Māori
AI Overviews
0 of 5 answers
named all six parties in Parliament
- National
- Labour
- Greens
- ACT
- NZ First
- Te Pāti Māori (never named)
What AI said about each party on this voter's issues
Each row is one of this voter's issues. Each column is a party. The number shows how often the party came up in the answers to this voter. The coloured line under it shows whether what the AI said about the party was positive, neutral or negative.
Toggle assistants on or off to compare them, and click any number to see more detail about the responses.
Showing all four assistants · 20 answers
| Topic | National | Labour | Greens | ACT | NZ First | Te Pāti Māori | Opportunity |
|---|---|---|---|---|---|---|---|
| Healthcare | |||||||
| Jobs and unemployment | |||||||
| Fuel and energy | |||||||
| Infrastructure and local services | |||||||
| Education and childcare |
How the assistants handled this voter's main question
Workforce and practice ownership become more concrete.
5 October: Rural affordability, workforce retention, telehealth and travel were presented mainly as policy directions and questions to ask.
12 October: The answer names Labour’s Family Doctor Loan Scheme, overseas-clinician pathways under National and distinct service-delivery models.
The small-town family receives more mechanisms to investigate. Cheaper appointments still need a clinician nearby; the answer does not establish local appointment availability.
The excerpts compare Gemini’s national answers to this voter’s main question on 5 and 12 October. The figures above include all produced answers for this situation. Each extract opens its dated original answer.
Where the answers to this voter came from
The websites each assistant drew on when it answered this voter, and what kind of publisher they are. Pick an issue to see the websites for that question.
ChatGPT
65%party websites
Had sources5of 5
Showed you a link5of 5
- 1
greens.org.nz, party websites,cited in 5 answers5 - 2
labour.org.nz, party websites,cited in 5 answers5 - 3
national.org.nz, party websites,cited in 4 answers4 - 4
act.org.nz, party websites,cited in 3 answers3 - 5
nzfirst.nz, party websites,cited in 3 answers3 - 6
htrhn.org.nz, advocacy groups,cited in 2 answers2 - 7
policy.nz, comparison sites,cited in 2 answers2 - 8
beehive.govt.nz, government,cited in 1 answers1 - 9
elections.nz, government,cited in 1 answers1 - 10
health.govt.nz, government,cited in 1 answers1
Gemini
21%party websites
Had sources5of 5
Showed you a link0of 5
- 1greens.org.nz, party websites,cited in 2 answers2
- 2
kiwicoaches.co.nz, businesses,cited in 2 answers2 - 3
angusnz.com, businesses,cited in 1 answers1 - 4
facebook.com, social media,cited in 1 answers1 - 5
farmersweekly.co.nz, news,cited in 1 answers1 - 6nzfirst.nz, party websites,cited in 1 answers1
- 7
nzmj.org.nz, other,cited in 1 answers1 - 8
nzvotecheck.com, comparison sites,cited in 1 answers1 - 9
oece.nz, advocacy groups,cited in 1 answers1 - 10
phcc.org.nz, advocacy groups,cited in 1 answers1
Google AI Mode
41%news
Had sources5of 5
Showed you a link2of 5
- 1kiwicoaches.co.nz, businesses,cited in 2 answers2
- 2
nzherald.co.nz, news,cited in 2 answers2 - 3policy.nz, comparison sites,cited in 2 answers2
- 4
rnz.co.nz, news,cited in 2 answers2 - 5
greaterauckland.org.nz, advocacy groups,cited in 1 answers1 - 6htrhn.org.nz, advocacy groups,cited in 1 answers1
- 7labour.org.nz, party websites,cited in 1 answers1
- 8national.org.nz, party websites,cited in 1 answers1
- 9
nbr.co.nz, news,cited in 1 answers1 - 10
nzdoctor.co.nz, news,cited in 1 answers1
AI Overviews
38%news
Had sources5of 5
Showed you a link0of 5
- 1rnz.co.nz, news,cited in 5 answers5
- 2national.org.nz, party websites,cited in 4 answers4
- 3
1news.co.nz, news,cited in 2 answers2 - 4beehive.govt.nz, government,cited in 2 answers2
- 5facebook.com, social media,cited in 2 answers2
- 6kiwicoaches.co.nz, businesses,cited in 2 answers2
- 7labour.org.nz, party websites,cited in 2 answers2
- 8nzherald.co.nz, news,cited in 2 answers2
- 9nzmj.org.nz, other,cited in 2 answers2
- 10policy.nz, comparison sites,cited in 2 answers2
- Party websites
- Government
- News
- Comparison sites
- Advocacy groups
- Businesses
- Social media
- Other
A website counts once per answer, however many times the answer used it. Counts come from the sources recorded with each answer: 20 of this voter's 20 answers have at least one. Publisher shares count website-and-answer associations; they are separate from answer counts.