---
title: "Homeowner exposed to flooding and insurance pressure"
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/s23/"
---

# Homeowner exposed to flooding and insurance pressure

Edition 3 · answers collected 16 October 2026.

[Read on NZBrands.ai](https://nzbrands.ai/research/nz-election-2026/editions/3/voters/s23/)

We own a mortgaged home in an area affected by flooding. Insurance affordability, protection works and what happens after another flood are major concerns for us.

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

## What they asked

### PF119 · Climate and disaster resilience

We own a mortgaged home in an area affected by flooding. Insurance affordability, protection works and what happens after another flood are major concerns for us. I am considering my vote in the 2026 New Zealand general election. How do parties compare on flood protection, climate adaptation and helping households after disasters?

Study-assigned priority: Major. This is a design assumption, not a measured preference. Reason: Flood exposure is the defining constraint.

[Read the captured answers (Markdown)](https://nzbrands.ai/research/nz-election-2026/editions/3/questions/3dc81d43-a3b2-4bb8-97b4-535ada8f3eab.md)

### PF120 · Infrastructure and local services

We own a mortgaged home in an area affected by flooding. Insurance affordability, protection works and what happens after another flood are major concerns for us. I am considering my vote in the 2026 New Zealand general election. Who would pay for flood defences under different party plans: homeowners, councils or central government?

Study-assigned priority: Major. This is a design assumption, not a measured preference. Reason: Protection works involve local and national funding.

[Read the captured answers (Markdown)](https://nzbrands.ai/research/nz-election-2026/editions/3/questions/43ee9abc-8c1d-41d6-9f02-8f27aa14474b.md)

### PF121 · Housing

We own a mortgaged home in an area affected by flooding. Insurance affordability, protection works and what happens after another flood are major concerns for us. I am considering my vote in the 2026 New Zealand general election. What do parties propose for homeowners whose property becomes difficult to insure or unsafe to live in?

Study-assigned priority: Major. This is a design assumption, not a measured preference. Reason: The home's long-term viability affects financial security.

[Read the captured answers (Markdown)](https://nzbrands.ai/research/nz-election-2026/editions/3/questions/84a1a660-b778-496a-bd27-3ee33d920f07.md)

### PF122 · Tax and public spending

We own a mortgaged home in an area affected by flooding. Insurance affordability, protection works and what happens after another flood are major concerns for us. I am considering my vote in the 2026 New Zealand general election. What are the trade-offs in how parties would fund climate adaptation and disaster recovery?

Study-assigned priority: Secondary. This is a design assumption, not a measured preference. Reason: Funding choices redistribute adaptation costs.

[Read the captured answers (Markdown)](https://nzbrands.ai/research/nz-election-2026/editions/3/questions/1c313728-61ee-49d6-b617-3ac7d762c1ca.md)

## Which parties AI put in front of this voter

Of the 16 answers this voter received, 11 left out at least one of the six parties in Parliament. Te Pāti Māori was named least often, in 6 of 16.

| Party | Answers naming party | Answers collected |
| --- | --- | --- |
| National | 15 | 16 |
| Labour | 16 | 16 |
| Greens | 16 | 16 |
| ACT | 12 | 16 |
| NZ First | 10 | 16 |
| Te Pāti Māori | 6 | 16 |
| Opportunity | 8 | 16 |

## Issue by issue

## Climate and disaster resilience

| Party | Answers naming party | Answers on issue | Share | Positive claims | Neutral claims | Negative claims | Mixed claims |
| --- | --- | --- | --- | --- | --- | --- | --- |
| National | 4 | 4 | 100.0% | 1 | 22 | 3 | 4 |
| Labour | 4 | 4 | 100.0% | 3 | 26 | 0 | 1 |
| Greens | 4 | 4 | 100.0% | 2 | 31 | 0 | 1 |
| ACT | 4 | 4 | 100.0% | 1 | 24 | 0 | 0 |
| NZ First | 4 | 4 | 100.0% | 2 | 22 | 0 | 0 |
| Te Pāti Māori | 2 | 4 | 50.0% | 1 | 9 | 0 | 0 |
| Opportunity | 3 | 4 | 75.0% | 4 | 18 | 2 | 1 |

## Infrastructure and local services

| Party | Answers naming party | Answers on issue | Share | Positive claims | Neutral claims | Negative claims | Mixed claims |
| --- | --- | --- | --- | --- | --- | --- | --- |
| National | 4 | 4 | 100.0% | 1 | 14 | 7 | 0 |
| Labour | 4 | 4 | 100.0% | 1 | 10 | 1 | 3 |
| Greens | 4 | 4 | 100.0% | 3 | 14 | 0 | 0 |
| ACT | 2 | 4 | 50.0% | 1 | 5 | 4 | 0 |
| NZ First | 2 | 4 | 50.0% | 1 | 5 | 4 | 0 |
| Te Pāti Māori | 3 | 4 | 75.0% | 2 | 7 | 0 | 0 |
| Opportunity | 1 | 4 | 25.0% | 4 | 2 | 1 | 1 |

## Housing

| Party | Answers naming party | Answers on issue | Share | Positive claims | Neutral claims | Negative claims | Mixed claims |
| --- | --- | --- | --- | --- | --- | --- | --- |
| National | 4 | 4 | 100.0% | 3 | 17 | 2 | 0 |
| Labour | 4 | 4 | 100.0% | 1 | 15 | 2 | 1 |
| Greens | 4 | 4 | 100.0% | 3 | 16 | 2 | 0 |
| ACT | 3 | 4 | 75.0% | 1 | 10 | 1 | 0 |
| NZ First | 3 | 4 | 75.0% | 1 | 8 | 1 | 0 |
| Te Pāti Māori | 1 | 4 | 25.0% | 0 | 5 | 0 | 0 |
| Opportunity | 3 | 4 | 75.0% | 8 | 10 | 1 | 0 |

## Tax and public spending

| Party | Answers naming party | Answers on issue | Share | Positive claims | Neutral claims | Negative claims | Mixed claims |
| --- | --- | --- | --- | --- | --- | --- | --- |
| National | 3 | 4 | 75.0% | 0 | 7 | 1 | 0 |
| Labour | 4 | 4 | 100.0% | 0 | 8 | 1 | 2 |
| Greens | 4 | 4 | 100.0% | 0 | 7 | 0 | 2 |
| ACT | 3 | 4 | 75.0% | 0 | 7 | 1 | 1 |
| NZ First | 1 | 4 | 25.0% | 0 | 2 | 1 | 0 |
| Te Pāti Māori | 0 | 4 | 0.0% | 0 | 0 | 0 | 0 |
| Opportunity | 1 | 4 | 25.0% | 1 | 2 | 0 | 1 |

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

More explicit funding uncertainty; narrower minor-party field

Edition 3 names a National Adaptation Framework and explicitly leaves household cost-sharing unresolved, adding a useful uncertainty distinction. It drops Opportunity and Te Pāti Māori, both discussed in Edition 2, and groups ACT/NZ First together. The public-versus-private responsibility trade-off persists, but the extent of a guaranteed homeowner safety net remains an assertion to verify.

Gemini · 12 October 2026 · Earlier answer

> Navigating a mortgaged home in a flood-prone area brings deeply stressful questions about long-term insurance availability, property values, and physical safety. In the context of the **2026 New Zealand General Election**, political parties have drawn distinct lines around how they approach climate adaptation, "who pays" for infrastructure, and post-disaster recovery.

[Full captured answer](https://nzbrands.ai/research/nz-election-2026/editions/2/questions/3dc81d43-a3b2-4bb8-97b4-535ada8f3eab/#answer-a9012873-de1d-4ca7-90f0-8182e55cb86a)

Gemini · 16 October 2026 · Refreshed answer

> leaves the ultimate household and local-versus-central cost-sharing questions open

[Full captured answer](https://nzbrands.ai/research/nz-election-2026/editions/3/questions/3dc81d43-a3b2-4bb8-97b4-535ada8f3eab/#answer-0eb1b189-c0a7-4d81-be3a-338a6a8a003b)

## 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 |
| --- | --- |
| interest.co.nz | 4 |
| reuters.com | 4 |
| environment.govt.nz | 3 |
| policy.nz | 3 |
| greens.org.nz | 2 |
| labour.org.nz | 2 |
| national.org.nz | 2 |
| nationalinfrastructure.govt.nz | 2 |
| act.org.nz | 1 |
| beehive.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 | 12 |
| News | 11 |
| Comparison sites | 3 |
| Advocacy groups | 0 |
| Businesses | 0 |
| Social media | 0 |
| Other | 0 |

## Gemini

| Answers collected | Answers with sources recorded | Answers showing a link |
| --- | --- | --- |
| 4 | 3 | 0 |

| Website | Answers with this website recorded |
| --- | --- |
| whichparty.nz | 2 |
| eds.org.nz | 1 |
| growregions.govt.nz | 1 |
| nzbrands.ai | 1 |
| odt.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 | 0 |
| Government | 1 |
| News | 1 |
| Comparison sites | 2 |
| Advocacy groups | 1 |
| Businesses | 1 |
| Social media | 0 |
| Other | 0 |

## Google AI Mode

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

| Website | Answers with this website recorded |
| --- | --- |
| rnz.co.nz | 2 |
| whichparty.nz | 2 |
| environment.govt.nz | 1 |
| greens.org.nz | 1 |
| interest.co.nz | 1 |
| odt.co.nz | 1 |
| policy.nz | 1 |
| tewaihanga.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 | 1 |
| Government | 2 |
| News | 4 |
| Comparison sites | 3 |
| Advocacy groups | 0 |
| Businesses | 0 |
| Social media | 0 |
| Other | 0 |

## Google AI Overviews

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

| Website | Answers with this website recorded |
| --- | --- |
| rnz.co.nz | 4 |
| greens.org.nz | 3 |
| wgtn.ac.nz | 3 |
| whichparty.nz | 3 |
| lawnews.nz | 2 |
| minterellison.co.nz | 2 |
| national.org.nz | 2 |
| preventionweb.net | 2 |
| treasury.govt.nz | 2 |
| 1news.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 | 5 |
| News | 10 |
| Comparison sites | 3 |
| Advocacy groups | 3 |
| Businesses | 5 |
| Social media | 1 |
| Other | 8 |

## 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/)