# Tauranga: family balancing housing and commuting

NZ Election 2026 · Edition 4 · Voter profiles · R03

We rent in Pāpāmoa, have school-age children and commute across Tauranga for work. We want a secure home and less time lost travelling.

[Back to the study](https://nzbrands.ai/research/nz-election-2026/editions/4#situations)

| Measure | Value |
| --- | --- |
| questions written for them | 3 |
| answers collected | 24 |
| AI assistants | 4 |
| asked from, and nationally | Tauranga |

## 3 questions, each written as this voter would ask it

### PF151: Infrastructure and local services

We rent in Pāpāmoa, have school-age children and commute across Tauranga for work. We want a secure home and less time lost travelling. I am considering my vote in the 2026 New Zealand general election. What are parties proposing for transport around Tauranga and Pāpāmoa, and which proposals could realistically improve our daily commute?

[Read the captured answers](https://nzbrands.ai/research/nz-election-2026/editions/4/questions/f57eab60-8acd-497c-875d-9147f7eb4386.md)

### PF152: Housing

We rent in Pāpāmoa, have school-age children and commute across Tauranga for work. We want a secure home and less time lost travelling. I am considering my vote in the 2026 New Zealand general election. How would party policies affect affordable housing in Tauranga and western Bay of Plenty, including the roads and water infrastructure needed for new homes?

[Read the captured answers](https://nzbrands.ai/research/nz-election-2026/editions/4/questions/a6578ef4-c88d-4b0f-ad69-cadca4fdf77f.md)

### PF153: Tax and public spending

We rent in Pāpāmoa, have school-age children and commute across Tauranga for work. We want a secure home and less time lost travelling. I am considering my vote in the 2026 New Zealand general election. For new housing and transport infrastructure around Tauranga, what would national government fund and what would be left to councils and ratepayers?

[Read the captured answers](https://nzbrands.ai/research/nz-election-2026/editions/4/questions/dd807914-e42c-4fb6-9b25-a22bf2705ca0.md)

## Which parties AI put in front of this voter

Of the 24 answers this voter received, 21 left out at least one of the six parties in Parliament. Te Pāti Māori was named least often, in 5 of 24.

| Party | Answers | Total |
| --- | --- | --- |
| National | 19 | 24 |
| Labour | 17 | 24 |
| Greens | 16 | 24 |
| ACT | 14 | 24 |
| NZ First | 12 | 24 |
| Te Pāti Māori | 5 | 24 |
| Opportunity | 6 | 24 |

## 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.

| Topic | Party | Recommended or named answers | Collected answers | Positive claims | Neutral claims | Negative claims | Mixed claims |
| --- | --- | --- | --- | --- | --- | --- | --- |
| Infrastructure and local services | National | 8 | 8 | 7 | 16 | 1 | 3 |
| Infrastructure and local services | Labour | 8 | 8 | 13 | 16 | 2 | 4 |
| Infrastructure and local services | Greens | 8 | 8 | 12 | 12 | 1 | 5 |
| Infrastructure and local services | ACT | 7 | 8 | 6 | 12 | 1 | 4 |
| Infrastructure and local services | NZ First | 6 | 8 | 4 | 5 | 1 | 0 |
| Infrastructure and local services | Te Pāti Māori | 2 | 8 | 0 | 5 | 0 | 1 |
| Infrastructure and local services | Opportunity | 2 | 8 | 3 | 6 | 0 | 1 |

| Topic | Party | Recommended or named answers | Collected answers | Positive claims | Neutral claims | Negative claims | Mixed claims |
| --- | --- | --- | --- | --- | --- | --- | --- |
| Housing | National | 8 | 8 | 14 | 37 | 3 | 5 |
| Housing | Labour | 8 | 8 | 15 | 35 | 1 | 3 |
| Housing | Greens | 8 | 8 | 4 | 28 | 0 | 2 |
| Housing | ACT | 7 | 8 | 11 | 34 | 1 | 3 |
| Housing | NZ First | 6 | 8 | 8 | 20 | 0 | 2 |
| Housing | Te Pāti Māori | 3 | 8 | 1 | 9 | 0 | 1 |
| Housing | Opportunity | 4 | 8 | 2 | 5 | 0 | 0 |

| Topic | Party | Recommended or named answers | Collected answers | Positive claims | Neutral claims | Negative claims | Mixed claims |
| --- | --- | --- | --- | --- | --- | --- | --- |
| Tax and public spending | National | 3 | 8 | 1 | 8 | 1 | 1 |
| Tax and public spending | Labour | 1 | 8 | 0 | 2 | 1 | 0 |
| Tax and public spending | Greens | 0 | 8 | 0 | 0 | 0 | 0 |
| Tax and public spending | ACT | 0 | 8 | 0 | 0 | 0 | 0 |
| Tax and public spending | NZ First | 0 | 8 | 0 | 0 | 0 | 0 |
| Tax and public spending | Te Pāti Māori | 0 | 8 | 0 | 0 | 0 | 0 |
| Tax and public spending | Opportunity | 0 | 8 | 0 | 0 | 0 | 0 |

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

Adds ACT and NZ First while omitting the local toll amount

The current answer expands the named parties and gives a clearer distinction between long construction times and smaller traffic-management changes. It drops the earlier specific Pāpāmoa East Interchange toll amount and legislative order in favour of generic TEL charging. That omission is not an affirmative correction of the old amount. The unchanged location question still does not receive a verified project-by-project commute-time calculation.

Gemini: “For instance, the **Land Transport Management (Road Tolling Scheme for Tauranga Eastern Link) Amendment Order 2026** enables NZTA to introduce a toll at the newly established **Pāpāmoa East Interchange (PEI)**, set at **$1.10 for light vehicles**.”

[Read the answer](https://nzbrands.ai/research/nz-election-2026/editions/3/questions/f57eab60-8acd-497c-875d-9147f7eb4386.md) · Answer ID: 71fc87d5-ced2-4ba5-a7e4-2ffbe23b2acc

Gemini: “**User-Pays and Tolling Reform (Direct Cost Impact):**”

[Read the answer](https://nzbrands.ai/research/nz-election-2026/editions/4/questions/f57eab60-8acd-497c-875d-9147f7eb4386.md) · Answer ID: be0855be-5a3e-4093-bc81-d254b559d9e0

## 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

| Website | Answers with this website recorded |
| --- | --- |
| tauranga.govt.nz | 6 |
| policy.nz | 5 |
| labour.org.nz | 4 |
| national.org.nz | 4 |
| nzta.govt.nz | 4 |
| hud.govt.nz | 3 |
| reuters.com | 3 |
| act.org.nz | 2 |
| greens.org.nz | 2 |
| budget.govt.nz | 1 |

### Gemini

| Website | Answers with this website recorded |
| --- | --- |
| kiwicoaches.co.nz | 4 |
| hud.govt.nz | 2 |
| realestate.co.nz | 2 |
| buildara.nz | 1 |
| letstalk.tauranga.govt.nz | 1 |
| minterellison.co.nz | 1 |
| opportunity.org.nz | 1 |
| tauranga.govt.nz | 1 |
| waateanews.com | 1 |

### Google AI Mode

| Website | Answers with this website recorded |
| --- | --- |
| national.org.nz | 2 |
| policy.nz | 2 |
| tauranga.govt.nz | 2 |
| waateanews.com | 2 |
| kiwicoaches.co.nz | 1 |
| labour.org.nz | 1 |
| legislation.govt.nz | 1 |
| letstalk.tauranga.govt.nz | 1 |
| nationalinfrastructure.govt.nz | 1 |
| nzherald.co.nz | 1 |

### AI Overviews

| Website | Answers with this website recorded |
| --- | --- |
| tauranga.govt.nz | 4 |
| nzherald.co.nz | 3 |
| stories.theconversation.com | 3 |
| 1news.co.nz | 2 |
| facebook.com | 2 |
| greens.org.nz | 2 |
| kiwicoaches.co.nz | 2 |
| letstalk.tauranga.govt.nz | 2 |
| nationalinfrastructure.govt.nz | 2 |
| policy.nz | 2 |

A website counts once per answer, however many times the answer used it. Counts come from the sources recorded with each answer: 24 of this voter's 24 answers have at least one. Publisher shares count website-and-answer associations; they are separate from answer counts.

[Previous: Northland: small business moving goods along SH1](https://nzbrands.ai/research/nz-election-2026/editions/4/voters/r02)

[Next: Hawke’s Bay: homeowner concerned about flooding](https://nzbrands.ai/research/nz-election-2026/editions/4/voters/r04)