Voter S07 · one of 23 households
Parent seeking learning support at school
“I have a school-age child who needs additional learning support. Getting suitable help at school is my main concern, and I sometimes reduce paid work to care for them.”
- questions written for them
- 4
- answers collected
- 16
- AI assistants
- 4
- asked nationally
- NZ
4 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.
PF035
Education and childcare
I have a school-age child who needs additional learning support. Getting suitable help at school is my main concern, and I sometimes reduce paid work to care for them. I am considering my vote in the 2026 New Zealand general election. What are the parties proposing about learning support, specialist staff and support for children with additional needs?
PF036
Education and childcare
I have a school-age child who needs additional learning support. Getting suitable help at school is my main concern, and I sometimes reduce paid work to care for them. I am considering my vote in the 2026 New Zealand general election. Which parties explain how they would fund and deliver extra support in ordinary schools, rather than just promise improvements?
PF037
Healthcare
I have a school-age child who needs additional learning support. Getting suitable help at school is my main concern, and I sometimes reduce paid work to care for them. I am considering my vote in the 2026 New Zealand general election. How do party policies differ on access to assessments and health services for children with additional needs?
PF038
Poverty and welfare
I have a school-age child who needs additional learning support. Getting suitable help at school is my main concern, and I sometimes reduce paid work to care for them. I am considering my vote in the 2026 New Zealand general election. What support do parties propose for parents who cut back paid work to care for a child?
Which parties AI put in front of this voter
Of the 16 answers this voter received, 8 left out at least one of the six parties in Parliament. NZ First was named least often, in 8 of 16.
Answers naming each party, out of 16
National16 of 16 answers
Labour16 of 16 answers
Greens16 of 16 answers
ACT13 of 16 answers
NZ First8 of 16 answers
Te Pāti Māori12 of 16 answers
Opportunity7 of 16 answers
ChatGPT
3 of 4 answers
named all six parties in Parliament
- National
- Labour
- Greens
- ACT
- NZ First
- Te Pāti Māori
Gemini
3 of 4 answers
named all six parties in Parliament
- National
- Labour
- Greens
- ACT
- NZ First
- Te Pāti Māori
Google AI Mode
2 of 4 answers
named all six parties in Parliament
- National
- Labour
- Greens
- ACT
- NZ First
- Te Pāti Māori
AI Overviews
0 of 4 answers
named all six parties in Parliament
- National
- Labour
- Greens
- ACT
- NZ First (never named)
- Te Pāti Māori
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 · 16 answers
| Topic | National | Labour | Greens | ACT | NZ First | Te Pāti Māori | Opportunity |
|---|---|---|---|---|---|---|---|
| Education and childcare | |||||||
| Healthcare | |||||||
| Poverty and welfare |
How the assistants handled this voter's main question
Reframes the incumbent and replaces the separate Opportunity discussion
Edition 3 stresses under-resourcing and gives detailed separate Greens, Te Pāti Māori and Opportunity approaches. Edition 4 leads with National and describes specific early-intervention, coordinator and teacher-aide measures, then places Labour and progressive parties together and separates ACT/NZ First. Opportunity disappears. The refreshed framing gives the incumbent a more concrete capacity-building account; it is an observed presentation change, not evidence that delivery or adequacy improved.
The excerpts compare answers to this voter’s main question on 16 October 2026 and 19 October 2026. The figures above include all produced answers for this situation. Each extract opens its dated original answer.
- 16 October 2026 · Earlier answerGemini“The Opportunities Party (TOP): Emphasizes strengthening specialist support networks—including learning support coordinators, Resource Teachers: Learning and Behaviour (RTLBs), speech-language therapists, and psychologists—and ensuring schools have whole-school inclusion frameworks.”Open in the answer
- 19 October 2026 · Refreshed answerGemini“Extending Early Intervention Services (EIS) from early childhood education through to the end of Year 1 to bridge the transition gap for children with additional needs.”Open in the 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
53%party websites
Had sources4of 4
Showed you a link4of 4
- 1greens.org.nz, party websites,cited in 4 answers4
- 2labour.org.nz, party websites,cited in 4 answers4
- 3deafblindassociation.nz, other,cited in 3 answers3
- 4
reuters.com, news,cited in 3 answers3 - 5act.org.nz, party websites,cited in 2 answers2
- 6national.org.nz, party websites,cited in 2 answers2
- 7opportunity.org.nz, party websites,cited in 2 answers2
- 8
policy.nz, comparison sites,cited in 2 answers2 - 9
disabilitysupport.govt.nz, government,cited in 1 answers1 - 10
dpa.org.nz, other,cited in 1 answers1
Gemini
43%party websites
Had sources4of 4
Showed you a link0of 4
- 1
blindlowvision.org.nz, other,cited in 1 answers1 - 2ccsdisabilityaction.org.nz, other,cited in 1 answers1
- 3
education.govt.nz, government,cited in 1 answers1 - 4national.org.nz, party websites,cited in 1 answers1
- 5nzfirst.nz, party websites,cited in 1 answers1
- 6opportunity.org.nz, party websites,cited in 1 answers1
- 7
whichparty.nz, comparison sites,cited in 1 answers1
Google AI Mode
50%other
Had sources4of 4
Showed you a link0of 4
- 1
rnz.co.nz, news,cited in 3 answers3 - 2drnz.co.nz, other,cited in 2 answers2
- 3anzasw.nz, other,cited in 1 answers1
- 4blindlowvision.org.nz, other,cited in 1 answers1
- 5
odt.co.nz, other,cited in 1 answers1 - 6policy.nz, comparison sites,cited in 1 answers1
- 7
thespinoff.co.nz, news,cited in 1 answers1
AI Overviews
32%party websites
Had sources4of 4
Showed you a link2of 4
- 1national.org.nz, party websites,cited in 3 answers3
- 2rnz.co.nz, news,cited in 3 answers3
- 3greens.org.nz, party websites,cited in 2 answers2
- 4labour.org.nz, party websites,cited in 2 answers2
- 5
newsroom.co.nz, other,cited in 2 answers2 - 6policy.nz, comparison sites,cited in 2 answers2
- 7
1news.co.nz, news,cited in 1 answers1 - 8act.org.nz, party websites,cited in 1 answers1
- 9anzasw.nz, other,cited in 1 answers1
- 10
business.scoop.co.nz, other,cited in 1 answers1
- 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: 16 of this voter's 16 answers have at least one. Publisher shares count website-and-answer associations; they are separate from answer counts.