---
title: "Parent seeking learning support at school"
publisher: "Onsomble Limited"
publication: "NZBrands.ai"
edition: 3
collected_on: "2026-10-16"
html_url: "https://nzbrands.ai/research/nz-election-2026/editions/3/voters/s07/"
---

# Parent seeking learning support at school

Edition 3 · answers collected 16 October 2026.

[Read on NZBrands.ai](https://nzbrands.ai/research/nz-election-2026/editions/3/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/3/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/3/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/3/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/3/questions/3d0741a0-6f4a-4368-a3d2-bfd7ae45682e.md)

## Which parties AI put in front of this voter

Of the 16 answers this voter received, 10 left out at least one of the six parties in Parliament. NZ First was named least often, in 8 of 16.

| Party | Answers naming party | Answers collected |
| --- | --- | --- |
| National | 16 | 16 |
| Labour | 15 | 16 |
| Greens | 16 | 16 |
| ACT | 16 | 16 |
| NZ First | 8 | 16 |
| Te Pāti Māori | 13 | 16 |
| Opportunity | 9 | 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% | 19 | 36 | 2 | 1 |
| Labour | 7 | 8 | 87.5% | 10 | 29 | 0 | 2 |
| Greens | 8 | 8 | 100.0% | 14 | 24 | 3 | 1 |
| ACT | 8 | 8 | 100.0% | 0 | 19 | 4 | 1 |
| NZ First | 5 | 8 | 62.5% | 0 | 8 | 5 | 0 |
| Te Pāti Māori | 7 | 8 | 87.5% | 5 | 20 | 3 | 1 |
| Opportunity | 3 | 8 | 37.5% | 11 | 8 | 3 | 0 |

## Healthcare

| Party | Answers naming party | Answers on issue | Share | Positive claims | Neutral claims | Negative claims | Mixed claims |
| --- | --- | --- | --- | --- | --- | --- | --- |
| National | 4 | 4 | 100.0% | 6 | 16 | 2 | 0 |
| Labour | 4 | 4 | 100.0% | 13 | 7 | 1 | 0 |
| Greens | 4 | 4 | 100.0% | 13 | 12 | 0 | 0 |
| ACT | 4 | 4 | 100.0% | 2 | 15 | 1 | 0 |
| NZ First | 1 | 4 | 25.0% | 0 | 5 | 0 | 0 |
| Te Pāti Māori | 2 | 4 | 50.0% | 2 | 3 | 0 | 0 |
| Opportunity | 3 | 4 | 75.0% | 6 | 1 | 0 | 0 |

## Poverty and welfare

| Party | Answers naming party | Answers on issue | Share | Positive claims | Neutral claims | Negative claims | Mixed claims |
| --- | --- | --- | --- | --- | --- | --- | --- |
| National | 4 | 4 | 100.0% | 8 | 16 | 2 | 0 |
| Labour | 4 | 4 | 100.0% | 10 | 11 | 2 | 2 |
| Greens | 4 | 4 | 100.0% | 11 | 13 | 1 | 0 |
| ACT | 4 | 4 | 100.0% | 2 | 13 | 3 | 0 |
| NZ First | 2 | 4 | 50.0% | 1 | 8 | 2 | 0 |
| Te Pāti Māori | 4 | 4 | 100.0% | 5 | 9 | 1 | 0 |
| Opportunity | 3 | 4 | 75.0% | 8 | 8 | 0 | 0 |

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

Changed party field; caregiver-income dimension becomes explicit

Edition 3 brings Opportunity back after its omission in the Edition 2 primary answer and connects specialist school support with parents’ lost paid hours and caregiver income support. Labour, separately profiled in both earlier answers, is not named in the new answer. The coalition is grouped around academic basics and school choice, reducing differentiation within it.

Gemini · 12 October 2026 · Earlier answer

> Navigating the learning support system for a child with additional needs—and often having to juggle paid work to care for them—is a significant and demanding responsibility. In the lead-up to the **2026 New Zealand general election**, political parties have outlined various approaches to addressing learning support, specialist staffing, and funding in schools.

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

Gemini · 16 October 2026 · Refreshed answer

> **Caregiver Support:**

[Full captured answer](https://nzbrands.ai/research/nz-election-2026/editions/3/questions/263efc2f-9e6d-483e-956b-0f8e7466a040/#answer-da7758d8-cf47-4182-ac13-87d61dafcdf3)

## 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 |
| --- | --- |
| labour.org.nz | 4 |
| national.org.nz | 4 |
| act.org.nz | 3 |
| nzfirst.nz | 3 |
| deafblindassociation.nz | 2 |
| disabilitysupport.govt.nz | 2 |
| greens.org.nz | 2 |
| opportunity.org.nz | 2 |
| policy.nz | 2 |
| anzasw.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 | 18 |
| Government | 4 |
| News | 2 |
| Comparison sites | 2 |
| Advocacy groups | 0 |
| Businesses | 0 |
| Social media | 0 |
| Other | 3 |

## Gemini

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

| Website | Answers with this website recorded |
| --- | --- |
| drnz.co.nz | 4 |
| opportunity.org.nz | 2 |
| ccsdisabilityaction.org.nz | 1 |
| education.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 | 2 |
| Government | 1 |
| News | 0 |
| Comparison sites | 0 |
| Advocacy groups | 1 |
| Businesses | 4 |
| Social media | 0 |
| Other | 0 |

## Google AI Mode

| Answers collected | Answers with sources recorded | Answers showing a link |
| --- | --- | --- |
| 4 | 4 | 2 |

| Website | Answers with this website recorded |
| --- | --- |
| drnz.co.nz | 3 |
| blindlowvision.org.nz | 2 |
| education.govt.nz | 2 |
| facebook.com | 2 |
| nzherald.co.nz | 2 |
| ccsdisabilityaction.org.nz | 1 |
| labour.org.nz | 1 |
| policy.nz | 1 |
| stories.theconversation.com | 1 |
| thespinoff.co.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 | 4 |
| Comparison sites | 1 |
| Advocacy groups | 3 |
| Businesses | 3 |
| Social media | 2 |
| Other | 0 |

## Google AI Overviews

| Answers collected | Answers with sources recorded | Answers showing a link |
| --- | --- | --- |
| 4 | 4 | 2 |

| Website | Answers with this website recorded |
| --- | --- |
| facebook.com | 4 |
| national.org.nz | 3 |
| education.govt.nz | 2 |
| nzherald.co.nz | 2 |
| oece.nz | 2 |
| rnz.co.nz | 2 |
| anzasw.nz | 1 |
| beehive.govt.nz | 1 |
| blindlowvision.org.nz | 1 |
| drnz.co.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 | 5 |
| Government | 3 |
| News | 6 |
| Comparison sites | 1 |
| Advocacy groups | 4 |
| Businesses | 1 |
| Social media | 4 |
| Other | 1 |

## What this can and cannot tell you

Three sets of answers, from made-up voters, on three days.

Each question was asked once per edition. AI assistants vary their answers, so part of any change between editions is that variation rather than a lasting shift. Three editions show what changed; they do not show why. News events, what the assistants retrieved and changes to the assistants themselves all remain possible explanations.

The voters are designed situations, not a sample of New Zealanders. The study shows what the assistants said and lets anyone check it. It does not show whether anyone changed their vote.

We read all 31 voting-guidance answers and each voter's main question in full, and checked 12 statements. We have not read all 793 answers in full or checked every policy claim.

[Read the complete methodology](https://nzbrands.ai/research/nz-election-2026/editions/3/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/)