---
title: "Canterbury — farmer using irrigation"
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/r07/"
---

# Canterbury — farmer using irrigation

Edition 3 · answers collected 16 October 2026.

[Read on NZBrands.ai](https://nzbrands.ai/research/nz-election-2026/editions/3/voters/r07/)

I farm in mid-Canterbury and use irrigation. Reliable access to water, farm costs and protecting freshwater all matter to whether the farm is viable for the next generation.

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

## What they asked

### PF164 · Rural and agricultural policy

I farm in mid-Canterbury and use irrigation. Reliable access to water, farm costs and protecting freshwater all matter to whether the farm is viable for the next generation. I am considering my vote in the 2026 New Zealand general election. How do parties differ on irrigation, water access and farming rules that would affect a farm in mid-Canterbury?

Study-assigned priority: Major. This is a design assumption, not a measured preference. Reason: The specified farm depends on water availability and workable requirements.

[Read the captured answers (Markdown)](https://nzbrands.ai/research/nz-election-2026/editions/3/questions/8723d59f-c5af-4341-ad7d-d0e949c2f4ca.md)

### PF165 · Environment

I farm in mid-Canterbury and use irrigation. Reliable access to water, farm costs and protecting freshwater all matter to whether the farm is viable for the next generation. I am considering my vote in the 2026 New Zealand general election. What are the parties' approaches to nutrient runoff, freshwater quality and farm environment plans in Canterbury, and what evidence supports the trade-offs they claim?

Study-assigned priority: Major. This is a design assumption, not a measured preference. Reason: The farmer explicitly wants a viable farm and protected freshwater.

[Read the captured answers (Markdown)](https://nzbrands.ai/research/nz-election-2026/editions/3/questions/4e304229-865b-4716-902b-50cdf69b61ac.md)

### PF166 · Democratic institutions and rights

I farm in mid-Canterbury and use irrigation. Reliable access to water, farm costs and protecting freshwater all matter to whether the farm is viable for the next generation. I am considering my vote in the 2026 New Zealand general election. Which Canterbury farming and water rules can a national government change, and which decisions still sit with Environment Canterbury or depend on individual consents?

Study-assigned priority: Secondary. This is a design assumption, not a measured preference. Reason: Mixed responsibilities can make political promises hard to interpret.

[Read the captured answers (Markdown)](https://nzbrands.ai/research/nz-election-2026/editions/3/questions/175a0016-1d81-4f9d-9e32-c3933cb31ae6.md)

## Which parties AI put in front of this voter

Of the 24 answers this voter received, 22 left out at least one of the six parties in Parliament. Te Pāti Māori was named least often, in 4 of 24.

| Party | Answers naming party | Answers collected |
| --- | --- | --- |
| National | 21 | 24 |
| Labour | 17 | 24 |
| Greens | 17 | 24 |
| ACT | 16 | 24 |
| NZ First | 13 | 24 |
| Te Pāti Māori | 4 | 24 |
| Opportunity | 4 | 24 |

## Issue by issue

## Rural and agricultural policy

| Party | Answers naming party | Answers on issue | Share | Positive claims | Neutral claims | Negative claims | Mixed claims |
| --- | --- | --- | --- | --- | --- | --- | --- |
| National | 8 | 8 | 100.0% | 21 | 55 | 2 | 0 |
| Labour | 8 | 8 | 100.0% | 2 | 46 | 2 | 2 |
| Greens | 8 | 8 | 100.0% | 5 | 47 | 6 | 2 |
| ACT | 8 | 8 | 100.0% | 20 | 36 | 0 | 0 |
| NZ First | 8 | 8 | 100.0% | 9 | 40 | 1 | 1 |
| Te Pāti Māori | 1 | 8 | 12.5% | 0 | 0 | 0 | 0 |
| Opportunity | 3 | 8 | 37.5% | 0 | 6 | 0 | 0 |

## Environment

| Party | Answers naming party | Answers on issue | Share | Positive claims | Neutral claims | Negative claims | Mixed claims |
| --- | --- | --- | --- | --- | --- | --- | --- |
| National | 8 | 8 | 100.0% | 22 | 33 | 2 | 2 |
| Labour | 8 | 8 | 100.0% | 14 | 28 | 2 | 1 |
| Greens | 8 | 8 | 100.0% | 12 | 30 | 4 | 2 |
| ACT | 7 | 8 | 87.5% | 17 | 28 | 1 | 2 |
| NZ First | 4 | 8 | 50.0% | 6 | 17 | 1 | 0 |
| Te Pāti Māori | 3 | 8 | 37.5% | 0 | 13 | 0 | 0 |
| Opportunity | 1 | 8 | 12.5% | 0 | 2 | 0 | 0 |

## Democratic institutions and rights

| Party | Answers naming party | Answers on issue | Share | Positive claims | Neutral claims | Negative claims | Mixed claims |
| --- | --- | --- | --- | --- | --- | --- | --- |
| National | 5 | 8 | 62.5% | 2 | 3 | 0 | 0 |
| Labour | 1 | 8 | 12.5% | 0 | 3 | 0 | 0 |
| Greens | 1 | 8 | 12.5% | 0 | 3 | 0 | 0 |
| ACT | 1 | 8 | 12.5% | 0 | 3 | 0 | 0 |
| NZ First | 1 | 8 | 12.5% | 0 | 3 | 0 | 0 |
| Te Pāti Māori | 0 | 8 | 0.0% | 0 | 0 | 0 | 0 |
| Opportunity | 0 | 8 | 0.0% | 0 | 0 | 0 | 0 |

## Asked from Ashburton

The same question, word for word, asked nationally and from Ashburton. For this voter's main question, 2 of the 4 assistants named a different set of parties.

| Assistant | Parties named nationally | Parties named from Ashburton |
| --- | --- | --- |
| ChatGPT | ACT, Greens, Labour, National, NZ First | ACT, Greens, Labour, National, NZ First |
| Gemini | ACT, Greens, Labour, National, NZ First, Opportunity, Te Pāti Māori | ACT, Greens, Labour, National, NZ First, Opportunity |
| Google AI Mode | ACT, Greens, Labour, National, NZ First | ACT, Greens, Labour, National, NZ First, Opportunity |
| Google AI Overviews | ACT, Greens, Labour, National, NZ First | ACT, Greens, Labour, National, NZ First |

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

Funding/input detail added; transition-status assertion not repeated

Edition 3 adds an asserted $300 million concessional-loan amount and input-security detail, but groups Labour/Greens/Te Pāti Māori/Opportunity together for water access, reducing differentiation. Edition 2’s assertion that the RMA has been replaced is not repeated; Edition 3 does not affirmatively explain enactment versus staged transition or existing-consent obligations.

Gemini · 12 October 2026 · Earlier answer

> For a mid-Canterbury farmer relying on irrigation, water access, and the viability of passing the land to the next generation, the major political parties present distinct philosophies. Their approaches balance agricultural productivity, infrastructure development, and environmental rules differently.

[Full captured answer](https://nzbrands.ai/research/nz-election-2026/editions/2/questions/8723d59f-c5af-4341-ad7d-d0e949c2f4ca/#answer-dafcd3d6-7626-4677-ac0a-3062bf11ae79)

Gemini · 16 October 2026 · Refreshed answer

> Labour / Green / TPM / TOP (Centre-Left/Green bloc)

[Full captured answer](https://nzbrands.ai/research/nz-election-2026/editions/3/questions/8723d59f-c5af-4341-ad7d-d0e949c2f4ca/#answer-0ded250e-48af-43b5-a5ef-979abc9ea858)

## Sources recorded against the answers

## ChatGPT

| Answers collected | Answers with sources recorded | Answers showing a link |
| --- | --- | --- |
| 6 | 6 | 6 |

| Website | Answers with this website recorded |
| --- | --- |
| ecan.govt.nz | 5 |
| environment.govt.nz | 5 |
| reuters.com | 5 |
| act.org.nz | 4 |
| greens.org.nz | 4 |
| national.org.nz | 4 |
| nzfirst.nz | 4 |
| labour.org.nz | 3 |
| legislation.govt.nz | 2 |
| planning.govt.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 | 20 |
| Government | 17 |
| News | 8 |
| Comparison sites | 2 |
| Advocacy groups | 1 |
| Businesses | 0 |
| Social media | 0 |
| Other | 0 |

## Gemini

| Answers collected | Answers with sources recorded | Answers showing a link |
| --- | --- | --- |
| 6 | 6 | 0 |

| Website | Answers with this website recorded |
| --- | --- |
| national.org.nz | 4 |
| ecan.govt.nz | 2 |
| environment.govt.nz | 2 |
| nzkgi.org.nz | 2 |
| ruralnewsgroup.co.nz | 2 |
| angusnz.com | 1 |
| beeflambnz.com | 1 |
| farmersweekly.co.nz | 1 |
| greenpeace.org | 1 |
| harcourts.net | 1 |

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

| Publisher type | Recorded associations |
| --- | --- |
| Party websites | 4 |
| Government | 4 |
| News | 3 |
| Comparison sites | 0 |
| Advocacy groups | 5 |
| Businesses | 2 |
| Social media | 0 |
| Other | 2 |

## Google AI Mode

| Answers collected | Answers with sources recorded | Answers showing a link |
| --- | --- | --- |
| 6 | 5 | 3 |

| Website | Answers with this website recorded |
| --- | --- |
| farmersweekly.co.nz | 3 |
| ecan.govt.nz | 2 |
| environment.govt.nz | 2 |
| nzherald.co.nz | 2 |
| al.nz | 1 |
| beehive.govt.nz | 1 |
| environmentguide.org.nz | 1 |
| facebook.com | 1 |
| journals.lincoln.ac.nz | 1 |
| national.org.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 | 5 |
| News | 7 |
| Comparison sites | 0 |
| Advocacy groups | 1 |
| Businesses | 1 |
| Social media | 1 |
| Other | 4 |

## Google AI Overviews

| Answers collected | Answers with sources recorded | Answers showing a link |
| --- | --- | --- |
| 6 | 6 | 2 |

| Website | Answers with this website recorded |
| --- | --- |
| nzherald.co.nz | 5 |
| beehive.govt.nz | 3 |
| ecan.govt.nz | 3 |
| environment.govt.nz | 3 |
| facebook.com | 3 |
| farmersweekly.co.nz | 3 |
| national.org.nz | 3 |
| fedfarm.org.nz | 2 |
| greenpeace.org | 2 |
| newstalkzb.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 | 4 |
| Government | 15 |
| News | 14 |
| Comparison sites | 0 |
| Advocacy groups | 8 |
| Businesses | 4 |
| Social media | 6 |
| 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/)