# Northland: small business moving goods along SH1

NZ Election 2026 · Edition 4 · Voter profiles · R02

I run a small business near Whangārei and move goods to Auckland using State Highway 1. Disruptions to that route affect deliveries and cash flow.

[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 | Whangārei |

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

### PF148: Infrastructure and local services

I run a small business near Whangārei and move goods to Auckland using State Highway 1. Disruptions to that route affect deliveries and cash flow. I am considering my vote in the 2026 New Zealand general election. What would the parties do to make the road connection between Whangārei and Auckland more reliable, and how do their plans differ?

[Read the captured answers](https://nzbrands.ai/research/nz-election-2026/editions/4/questions/7d66cb21-dea8-4ec4-bbff-bea7234cb0eb.md)

### PF149: Infrastructure and local services

I run a small business near Whangārei and move goods to Auckland using State Highway 1. Disruptions to that route affect deliveries and cash flow. I am considering my vote in the 2026 New Zealand general election. What is actually approved and funded for the Northland Corridor and the alternative to the Brynderwyn Hills, compared with what is still planned or promised for the future?

[Read the captured answers](https://nzbrands.ai/research/nz-election-2026/editions/4/questions/72760236-5817-4c75-ab06-c50ddc315e55.md)

### PF150: Economy

I run a small business near Whangārei and move goods to Auckland using State Highway 1. Disruptions to that route affect deliveries and cash flow. I am considering my vote in the 2026 New Zealand general election. How do parties compare on funding these Northland roads, including tolls or other charges, and what might that mean for a small business moving goods?

[Read the captured answers](https://nzbrands.ai/research/nz-election-2026/editions/4/questions/1799a952-73de-44f6-9d86-46a8ccbd0b92.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 2 of 24.

| Party | Answers | Total |
| --- | --- | --- |
| National | 16 | 24 |
| Labour | 16 | 24 |
| Greens | 14 | 24 |
| ACT | 12 | 24 |
| NZ First | 15 | 24 |
| Te Pāti Māori | 2 | 24 |
| Opportunity | 2 | 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 | 16 | 6 | 46 | 2 | 4 |
| Infrastructure and local services | Labour | 8 | 16 | 7 | 39 | 6 | 2 |
| Infrastructure and local services | Greens | 7 | 16 | 6 | 31 | 6 | 0 |
| Infrastructure and local services | ACT | 5 | 16 | 6 | 24 | 2 | 0 |
| Infrastructure and local services | NZ First | 8 | 16 | 5 | 42 | 1 | 3 |
| Infrastructure and local services | Te Pāti Māori | 1 | 16 | 2 | 4 | 0 | 0 |
| Infrastructure and local services | Opportunity | 0 | 16 | 0 | 0 | 0 | 0 |

| Topic | Party | Recommended or named answers | Collected answers | Positive claims | Neutral claims | Negative claims | Mixed claims |
| --- | --- | --- | --- | --- | --- | --- | --- |
| Economy | National | 8 | 8 | 4 | 44 | 4 | 5 |
| Economy | Labour | 8 | 8 | 4 | 38 | 1 | 8 |
| Economy | Greens | 7 | 8 | 2 | 31 | 1 | 2 |
| Economy | ACT | 7 | 8 | 7 | 27 | 3 | 4 |
| Economy | NZ First | 7 | 8 | 5 | 31 | 2 | 2 |
| Economy | Te Pāti Māori | 1 | 8 | 0 | 1 | 0 | 0 |
| Economy | Opportunity | 2 | 8 | 0 | 3 | 0 | 0 |

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

Broader party coverage, less delivery-stage qualification

The refreshed answer adds ACT, Greens and Te Pāti Māori to the earlier National/NZ First/Labour field. It replaces detailed staging and capacity constraints with broader ideological contrasts, then describes the road option as guaranteed. That is stronger language than the preceding funding discussion warrants. The answer offers useful road-versus-backup-mode choices, but does not verify a completion date or guarantee an uninterrupted freight route.

Gemini: “* **Te Hana to Whangārei / Port Marsden Highway:** Pushed out to slower, longer-term phases, with NZTA balancing overall fiscal limits and construction sector capacity rather than lodging designations for the entire stretch immediately.”

[Read the answer](https://nzbrands.ai/research/nz-election-2026/editions/3/questions/7d66cb21-dea8-4ec4-bbff-bea7234cb0eb.md) · Answer ID: ec909b26-c131-4a80-b1e6-39265b869cea

Gemini: “* If you want a **guaranteed, high-speed four-lane expressway** built to bypass bottlenecks like the Brynderwyns as quickly as possible through central government capital and private-sector toll/PPP funding, the **National-led coalition parties** align closest with that vision.”

[Read the answer](https://nzbrands.ai/research/nz-election-2026/editions/4/questions/7d66cb21-dea8-4ec4-bbff-bea7234cb0eb.md) · Answer ID: df8f1c6d-7896-444d-9931-c5622d8c2f6d

## 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 |
| --- | --- |
| nzta.govt.nz | 6 |
| act.org.nz | 3 |
| cilt.co.nz | 3 |
| greaterauckland.org.nz | 3 |
| nationalinfrastructure.govt.nz | 3 |
| transport.govt.nz | 3 |
| national.org.nz | 2 |
| nzfirst.nz | 2 |
| reuters.com | 2 |
| businessdesk.co.nz | 1 |

### Gemini

| Website | Answers with this website recorded |
| --- | --- |
| kiwicoaches.co.nz | 4 |
| nzta.govt.nz | 3 |
| fasttrack.govt.nz | 1 |
| wsp.com | 1 |

### Google AI Mode

| Website | Answers with this website recorded |
| --- | --- |
| nzta.govt.nz | 5 |
| kiwicoaches.co.nz | 3 |
| elections.nz | 2 |
| facebook.com | 2 |
| fasttrack.govt.nz | 2 |
| greaterauckland.org.nz | 2 |
| nzherald.co.nz | 2 |
| rnz.co.nz | 2 |
| beehive.govt.nz | 1 |
| ema.co.nz | 1 |

### AI Overviews

| Website | Answers with this website recorded |
| --- | --- |
| nzta.govt.nz | 6 |
| kiwicoaches.co.nz | 4 |
| nzherald.co.nz | 4 |
| facebook.com | 2 |
| greaterauckland.org.nz | 2 |
| northlandnz.com | 2 |
| 1news.co.nz | 1 |
| beehive.govt.nz | 1 |
| fasttrack.govt.nz | 1 |
| forestandbird.org.nz | 1 |

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: Auckland: renter commuting from West Auckland](https://nzbrands.ai/research/nz-election-2026/editions/4/voters/r01)

[Next: Tauranga: family balancing housing and commuting](https://nzbrands.ai/research/nz-election-2026/editions/4/voters/r03)