---
title: "Parent seeking learning support at school"
publisher: "Onsomble Limited"
publication: "NZBrands.ai"
edition: 2
collected_on: "2026-10-12"
html_url: "https://nzbrands.ai/research/nz-election-2026/editions/2/voters/s07/"
---

# Parent seeking learning support at school

Edition 2 · answers collected 12 October 2026.

[Read on NZBrands.ai](https://nzbrands.ai/research/nz-election-2026/editions/2/voters/s07/)

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.

This is a designed voter situation, not a representative sample or a finding about everyone in that group.

## What they asked

### 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?

Study-assigned priority: Major. This is a design assumption, not a measured preference. Reason: The stated need is specialist learning support.

[Read the captured answers (Markdown)](https://nzbrands.ai/research/nz-election-2026/editions/2/questions/263efc2f-9e6d-483e-956b-0f8e7466a040.md)

### 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?

Study-assigned priority: Major. This is a design assumption, not a measured preference. Reason: Delivery matters beyond announcement wording.

[Read the captured answers (Markdown)](https://nzbrands.ai/research/nz-election-2026/editions/2/questions/f39ba622-df32-4ee6-8ce1-d3cacf89f4b2.md)

### 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?

Study-assigned priority: Major. This is a design assumption, not a measured preference. Reason: Assessment and allied health may be needed alongside school support.

[Read the captured answers (Markdown)](https://nzbrands.ai/research/nz-election-2026/editions/2/questions/b11dccb5-0455-483c-a590-d2fe0711378a.md)

### 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?

Study-assigned priority: Secondary. This is a design assumption, not a measured preference. Reason: Reduced work can create unmet household costs.

[Read the captured answers (Markdown)](https://nzbrands.ai/research/nz-election-2026/editions/2/questions/3d0741a0-6f4a-4368-a3d2-bfd7ae45682e.md)

## Which parties AI put in front of this voter

Of the 16 answers this voter received, 15 left out at least one of the six parties in Parliament. NZ First was named least often, in 2 of 16.

| Party | Answers naming party | Answers collected |
| --- | --- | --- |
| National | 15 | 16 |
| Labour | 16 | 16 |
| Greens | 15 | 16 |
| ACT | 13 | 16 |
| NZ First | 2 | 16 |
| Te Pāti Māori | 8 | 16 |
| Opportunity | 6 | 16 |

## Issue by issue

## Education and childcare

| Party | Answers naming party | Answers on issue | Share | Positive claims | Neutral claims | Negative claims | Mixed claims |
| --- | --- | --- | --- | --- | --- | --- | --- |
| National | 8 | 8 | 100.0% | 12 | 31 | 3 | 0 |
| Labour | 8 | 8 | 100.0% | 3 | 30 | 3 | 1 |
| Greens | 8 | 8 | 100.0% | 10 | 26 | 1 | 1 |
| ACT | 7 | 8 | 87.5% | 4 | 27 | 2 | 0 |
| NZ First | 2 | 8 | 25.0% | 0 | 10 | 1 | 0 |
| Te Pāti Māori | 5 | 8 | 62.5% | 3 | 8 | 1 | 0 |
| Opportunity | 1 | 8 | 12.5% | 1 | 2 | 0 | 0 |

## Healthcare

| Party | Answers naming party | Answers on issue | Share | Positive claims | Neutral claims | Negative claims | Mixed claims |
| --- | --- | --- | --- | --- | --- | --- | --- |
| National | 4 | 4 | 100.0% | 6 | 19 | 1 | 3 |
| Labour | 4 | 4 | 100.0% | 12 | 10 | 0 | 3 |
| Greens | 4 | 4 | 100.0% | 14 | 11 | 0 | 0 |
| ACT | 3 | 4 | 75.0% | 2 | 15 | 2 | 1 |
| NZ First | 0 | 4 | 0.0% | 0 | 0 | 0 | 0 |
| Te Pāti Māori | 2 | 4 | 50.0% | 3 | 4 | 0 | 0 |
| Opportunity | 2 | 4 | 50.0% | 6 | 8 | 0 | 0 |

## Poverty and welfare

| Party | Answers naming party | Answers on issue | Share | Positive claims | Neutral claims | Negative claims | Mixed claims |
| --- | --- | --- | --- | --- | --- | --- | --- |
| National | 3 | 4 | 75.0% | 4 | 4 | 3 | 0 |
| Labour | 4 | 4 | 100.0% | 7 | 3 | 3 | 1 |
| Greens | 3 | 4 | 75.0% | 9 | 2 | 1 | 0 |
| ACT | 3 | 4 | 75.0% | 0 | 4 | 4 | 1 |
| NZ First | 0 | 4 | 0.0% | 0 | 0 | 0 | 0 |
| Te Pāti Māori | 1 | 4 | 25.0% | 1 | 2 | 1 | 0 |
| Opportunity | 3 | 4 | 75.0% | 12 | 5 | 1 | 0 |

## How the assistants handled this voter’s main question

The funding mechanism receives more attention, but Opportunity drops out.

5 October: The comparison included Opportunity alongside specialist staffing, ORS expansion and school inclusion.

12 October: The comparison omits Opportunity and gives greater attention to centrally funded school workforces versus parent-directed funding, including education-account models attributed to ACT.

The family receives a sharper funding-choice framework, while the set of parties presented narrows. More explanation of a mechanism does not establish that a funded service would reach the child.

Gemini · 5 October 2026 · Earlier answer

> **The Opportunities Party (TOP) & Te Pāti Māori**

[Full captured answer](https://nzbrands.ai/research/nz-election-2026/editions/1/questions/263efc2f-9e6d-483e-956b-0f8e7466a040/#answer-377a8621-f08a-41c5-96c5-476ec1468bb9)

Gemini · 12 October 2026 · Refreshed answer

> student education accounts or direct-funding models

[Full captured answer](https://nzbrands.ai/research/nz-election-2026/editions/2/questions/263efc2f-9e6d-483e-956b-0f8e7466a040/#answer-2f7c64eb-f9dd-4c2e-a08f-0e5d179658bf)

## Sources recorded against the answers

## ChatGPT

| Answers collected | Answers with sources recorded | Answers showing a link |
| --- | --- | --- |
| 4 | 4 | 4 |

| Website | Answers with this website recorded |
| --- | --- |
| education.govt.nz | 2 |
| greens.org.nz | 2 |
| national.org.nz | 2 |
| policy.nz | 2 |
| act.org.nz | 1 |
| action.greens.org.nz | 1 |
| beehive.govt.nz | 1 |
| disabilitysupport.govt.nz | 1 |
| drnz.co.nz | 1 |
| govt.nz | 1 |

Publisher counts sum recorded website/answer associations; one answer can contribute to several websites and publisher types.

| Publisher type | Recorded associations |
| --- | --- |
| Party websites | 8 |
| Government | 6 |
| News | 0 |
| Comparison sites | 2 |
| Advocacy groups | 0 |
| Businesses | 1 |
| Social media | 0 |
| Other | 0 |

## Gemini

| Answers collected | Answers with sources recorded | Answers showing a link |
| --- | --- | --- |
| 4 | 4 | 0 |

| Website | Answers with this website recorded |
| --- | --- |
| national.org.nz | 2 |
| apex.org.nz | 1 |
| blindlowvision.org.nz | 1 |
| ccsdisabilityaction.org.nz | 1 |
| oece.nz | 1 |
| whichparty.nz | 1 |

Publisher counts sum recorded website/answer associations; one answer can contribute to several websites and publisher types.

| Publisher type | Recorded associations |
| --- | --- |
| Party websites | 2 |
| Government | 0 |
| News | 0 |
| Comparison sites | 1 |
| Advocacy groups | 4 |
| Businesses | 0 |
| Social media | 0 |
| Other | 0 |

## Google AI Mode

| Answers collected | Answers with sources recorded | Answers showing a link |
| --- | --- | --- |
| 4 | 4 | 3 |

| Website | Answers with this website recorded |
| --- | --- |
| drnz.co.nz | 2 |
| education.govt.nz | 2 |
| aecnz.substack.com | 1 |
| blindlowvision.org.nz | 1 |
| ccsdisabilityaction.org.nz | 1 |
| greens.org.nz | 1 |
| hansard.parliament.nz | 1 |
| huhana62.substack.com | 1 |
| nzpf.ac.nz | 1 |
| policy.nz | 1 |

Publisher counts sum recorded website/answer associations; one answer can contribute to several websites and publisher types.

| Publisher type | Recorded associations |
| --- | --- |
| Party websites | 1 |
| Government | 3 |
| News | 1 |
| Comparison sites | 2 |
| Advocacy groups | 2 |
| Businesses | 2 |
| Social media | 0 |
| Other | 3 |

## Google AI Overviews

| Answers collected | Answers with sources recorded | Answers showing a link |
| --- | --- | --- |
| 4 | 4 | 1 |

| Website | Answers with this website recorded |
| --- | --- |
| inclusiveworld.org.nz | 3 |
| blindlowvision.org.nz | 2 |
| ccsdisabilityaction.org.nz | 2 |
| drnz.co.nz | 2 |
| facebook.com | 2 |
| labour.org.nz | 2 |
| national.org.nz | 2 |
| nzherald.co.nz | 2 |
| rnz.co.nz | 2 |
| thespinoff.co.nz | 2 |

Publisher counts sum recorded website/answer associations; one answer can contribute to several websites and publisher types.

| Publisher type | Recorded associations |
| --- | --- |
| Party websites | 6 |
| Government | 2 |
| News | 10 |
| Comparison sites | 1 |
| Advocacy groups | 11 |
| Businesses | 2 |
| Social media | 2 |
| Other | 0 |

## Interpretation limits

Authored situations are not a representative population sample. Consumer answers can vary across reruns, retrieval conditions, interface versions and timing. One collection per edition records snapshots rather than isolating causes. The report makes no statistical-significance claim, infers no voter persuasion and does not convert presence into support. Verified developments are distinguished from altered AI descriptions.

A design change should be recorded as a new catalogue version. Preserved gaps prevent missing coverage from becoming an apparent substantive shift.

[Read the complete methodology](https://nzbrands.ai/research/nz-election-2026/editions/2/method.md)

## Publication and corrections

Published and funded by Onsomble Limited. NZBrands.ai takes no view on any party or policy.

[Independence](https://nzbrands.ai/about/independence/) · [Corrections](https://nzbrands.ai/about/corrections/) · [Contact](https://nzbrands.ai/about/contact/)