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Evidence · NZ Election 2026 · Edition 2

Every question, every answer, every source

All 174 questions and the 793 answers produced on 12 October 2026. The 27 remaining cells produced no AI Overview.

questions
174
answers saved
793
collected
12 Oct 2026

01

Every question, with its answers

Each question was written as a voter would ask it and went to all four assistants. Some were also asked from a town. Open a question to read every answer to it in full.

Showing 20 of 174 questions

Show all 174

02

The tables behind the study

Every figure on the study page comes from these tables. They are CSV files, which open in any spreadsheet.

  • Questions

    nz-election-2026-questions.csv

    One row per unchanged question.

    id, draft, text, voterCode, issue, towns

    174rows

    Download questions (CSV)

  • Answers

    nz-election-2026-answers.csv

    One row per produced answer, with its complete original text.

    result id, prompt id, draft id, scenario id, platform, region, words, parties, literal url answer, associated source answer, temporal pair, common four platforms, response text

    793rows

    Download answers (CSV)

  • Sources by answer

    nz-election-2026-sources.csv

    One row per website associated with an answer; repeated citations count once.

    answer id, question id, assistant, region, domain, publisher

    4,137rows

    Download sources by answer (CSV)

  • Checks against official sources

    nz-election-2026-checks.csv

    One row per reviewed proposition, retaining both answers, extracts and the reviewed change.

    check, draft id, platform, claim, verdict, assessment, source url, source label, source date, checked date, old result id, new result id, old excerpt, new excerpt

    15rows

    Download checks against official sources (CSV)

  • Who to vote for: coding

    nz-election-2026-guidance.csv

    One row per manually reviewed guidance answer. Codes overlap; original answers supply the evidence.

    draft, assistant, q, voter, a, declined, matched, shortlist, asked, chose, extract

    31rows

    Download who to vote for: coding (CSV)

  • Location and national answers

    nz-election-2026-towns.csv

    One row per matched national/location pair, with both editions.

    prompt id, draft id, scenario id, issue, platform, city, edition 1 same party set, edition 1 national result, edition 1 city result, edition 2 same party set, edition 2 national result, edition 2 city result

    124rows

    Download location and national answers (CSV)

  • Changes between editions

    nz-election-2026-comparisons.csv

    One row per identical question, assistant and location across the two collections.

    prompt id, draft id, scenario id, scenario, issue, platform, region, old result id, new result id, old words, new words, same party set, old parties, new parties, added parties, removed parties, literal same domains, literal old domains, literal new domains, literal added domains, literal removed domains, associated same domains, associated old domains, associated new domains, associated added domains, associated removed domains

    793rows

    Download changes between editions (CSV)

  • No AI Overview produced

    nz-election-2026-coverage.csv

    One row per planned cell where no AI Overview was produced.

    prompt id, platform, region, draft id, block, scenario id, scenario, issue, priority, question, cause, availability

    27rows

    Download no ai overview produced (CSV)

Use these tables to trace findings back to the original questions and answers. The full text of each answer is also on this page, under its question.

03

Read in full and checked

Some answers were read in detail or checked against official sources. Those appear on the study page, beside the findings they support.

ChatGPT · No location

I work in a small town rather than farming. My family drives long distances for services, and local jobs and healthcare are limited. I am considering my vote in the 2026 New Zealand general election. What would parties do about fuel costs for people who have few public transport alternatives?

For someone living in a small New Zealand town, working locally rather than farming, and needing to drive long distances for healthcare, shopping and other essential services, the key election question is more than whether a party promises cheaper petrol. It is how it would reduce the cost of getting to essential services when driving is not really optional.

For the 2026 New Zealand general election, I would compare parties on four things:

  • Immediate fuel relief: changes to fuel taxes, road-user charges or other costs that affect what you pay at the pump.
  • Help targeted at people who must drive: whether support reaches ordinary workers and families in rural and provincial towns, rather than mainly farmers, businesses or people who can use public transport.
  • Access to healthcare and services: whether policies reduce the need to travel long distances for appointments and essential services.
  • Long-term alternatives: investment in regional transport, local healthcare and services, so families have fewer unavoidable trips.

There is an important trade-off: cutting fuel taxes can provide relatively immediate relief, but it can also reduce government revenue for roads and transport. Policies that bring healthcare and other services closer to home may take longer to deliver, but can reduce the number of kilometres your family has to drive.

What the main parties are proposing

As of 12 October 2026, these are the clearest relevant commitments I could verify from published party policies and announcements. The distinction to watch is between policies already announced and promises that would still need to be implemented.

Labour Party

Direct fuel-cost measures

Labour promises to freeze fuel tax for three years. It also proposes weekly Commerce Commission reporting on fuel prices and action against unfair price gouging, alongside better access to repair information for local mechanics. These measures could help people who depend on petrol cars, regardless of whether they farm. Labour's Fiscal Plan 2026A Fair Go For Drivers

Labour also proposes three free GP visits a year for everyone, which could help with some healthcare costs, although it does not itself eliminate the travel needed to reach a clinic. Labour's 2026 Election Policies

What to check: whether the fuel-tax freeze would make a meaningful difference to your household's total annual fuel bill, and how quickly the proposed fuel-price rules would affect pump prices.

National Party

Tax increases delayed

National's government announced on 31 August 2026 that the planned 12-cent-per-litre fuel-excise increase in January 2027 would be cancelled. The next increase is scheduled for 5 cents per litre from January 2028, with further staged increases planned. Equivalent road-user-charge increases are also being delayed. Government cancels fuel tax hike

National is also progressing a shift towards electronic road-user charges for petrol vehicles, with charges based on distance and vehicle weight rather than petrol purchased. The full transition date has not been set. Road User Charges system

What to check: how the future road-user-charge system would treat families who drive long distances because essential services are far away. Moving a tax from the pump to kilometres travelled is not necessarily a saving for high-mileage households.

Green Party

Targeted rural relief proposed

The Greens have proposed a transport relief payment for low-income people and people living rurally to help with additional transport costs during the fuel crisis. Their proposed package also includes a windfall-profits tax, free public transport and expanded school-bus support. Greens Offer Votes To National Party For Immediate Relief In Fossil Fuel Crisis

Their October 2026 transport plan proposes free bus and train travel for children, teenagers, students, apprentices, Community Services Card holders and Total Mobility users, with adult fares capped at $2. It also promises better bus services in smaller towns and more inter-regional connections. Green Party launches the transport plan to combat fossil fuel crisis

What to check: whether the rural payment would cover ordinary working families who are not receiving income support, and whether the proposed transport services would actually run on routes you could use.

ACT New Zealand

ACT's published transport policy focuses on getting more value from transport spending, prioritising road maintenance and building infrastructure, and reducing rules that make reliable vehicles more expensive. ACT New ZealandACT New Zealand

These priorities could matter to provincial households through road quality, travel reliability and vehicle costs. However, the policy material I verified does not establish a specific household fuel rebate or rural-driver payment.

What to check: whether ACT would offer immediate fuel-bill relief or focus primarily on roads, infrastructure and reducing the cost of vehicle ownership.

For other parties, I would avoid treating older campaign pledges as confirmed 2026 commitments without checking their current manifestos. You can compare the parties' latest announcements through their official policy pages: Labour, National, Greens and ACT.

What would make the biggest difference for your family?

I would put the following questions at the centre of your decision, rather than judging parties on fuel-tax promises alone.

What matters to you The policy to look for
Fuel for work and family trips A tax reduction or payment that genuinely lowers your costs
Long trips to medical appointments More local healthcare, outreach clinics or support for travel costs
A household on ordinary wages Assistance that does not exclude you because you are employed
Few public transport options A rural transport payment or practical regional bus services
Keeping your car affordable Fair repair prices, reliable roads and reasonable vehicle charges
Local employment Policies that help create jobs and keep essential services in provincial towns

One particularly important issue is the proposed move to road-user charges. The Ministry of Transport itself has identified a risk that people on lower incomes and those in regional and rural areas, who have fewer transport alternatives, could bear a disproportionate share of transport costs. Future of the Transport Revenue System

That is why I would ask each party not just whether its policy is fair in principle, but whether it has considered people who have to drive long distances and cannot realistically switch to a bus, train or electric vehicle.

My recommendation for comparing your options

Based on the published policies above, Labour has a clear proposal for freezing fuel tax and addressing fuel-price behaviour; the Greens have proposed more explicit rural transport relief; National has delayed planned fuel-tax increases; and ACT emphasises transport infrastructure and value for money. These are different approaches, and none should be assumed to guarantee a lower overall transport bill for every household.

Before deciding, check the eligibility rules, the cost to your household, when the policy would start and how it would be funded.

The key question I would ask every party is: What will you do for working families in small towns who must drive long distances for healthcare and essential services, but do not qualify for farming support and cannot rely on public transport?

That is a fair test of whether a policy is designed for your circumstances, rather than for a more general idea of rural New Zealand.

Ask anything

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Gemini · No location

I work in a small town rather than farming. My family drives long distances for services, and local jobs and healthcare are limited. I am considering my vote in the 2026 New Zealand general election. What would parties do about fuel costs for people who have few public transport alternatives?

For voters living in small towns and regional areas—where driving long distances for work, healthcare, and everyday services is a necessity rather than a choice—fuel costs and road funding represent a major household squeeze.

In the lead-up to the 2026 New Zealand general election, political parties have drawn distinct lines on how to handle fuel taxes, cost-of-living relief, and regional transport access.

Main Parties and Their Approach to Fuel Costs & Regional Access

  • National and ACT:
    • Fuel Tax Stance: Propose freezing or deferring planned annual increases in fuel excise taxes (with National/ACT favoring a one-year deferral followed by lower annual adjustments) to provide immediate relief at the pump.
    • Regional Impact: Their approach prioritizes keeping driving costs lower in the short term and heavily emphasizes state highway resilience, regional roading projects, and maintaining car-dependent infrastructure. However, critics (including the Greens) argue that suppressing fuel excise taxes starves the National Land Transport Fund of maintenance money, potentially leaving rural and provincial roads in worse condition.
  • Labour:
    • Fuel Tax Stance: Has campaigned on freezing or deferring fuel tax rises over a longer multi-year window (e.g., a three-year deferral) to shield households from international oil shocks and domestic inflation.
    • Regional Impact: Focuses on direct cost-of-living relief for motorists, alongside wider integrated regional transport planning. While Labour has emphasized urban public transport caps (like weekly fare caps), regional voters benefit primarily through its policy of dampening pump price increases.
  • The Green Party:
    • Fuel Tax Stance: Opposes broad fuel tax freezes, arguing that artificially suppressing fossil fuel prices drains funding from road maintenance, worsens climate emissions, and fails to fix the root cause of oil dependency.
    • Regional Impact: Instead of cutting fuel taxes, the Greens focus on reducing the need to drive long distances by funding alternative regional solutions. Their 2026 manifesto explicitly includes plans for interregional and rural bus services, on-demand rural public transport trials, and expanding passenger rail networks (such as extending regional train links) to give small-town residents realistic alternatives.
  • New Zealand First:
    • Regional Impact: Strongly champions regional development, domestic fuel security, and lower compliance costs for small businesses and motorists. They emphasize protecting provincial roading, supporting local industries, and ensuring that regional New Zealanders aren't penalized by taxes that target car-dependent lifestyles.

Key Trade-Offs for Small-Town Voters

When deciding how to cast your vote, the debate generally boils down to two competing philosophies:

  1. Immediate Pump Relief vs. Infrastructure Funding: Parties like National, ACT, and Labour offer varying degrees of relief or freezes on fuel taxes to lower the immediate cost of filling up your tank. The trade-off is whether lower fuel taxes reduce the pool of money available to fix potholes and maintain the regional highways your family relies on for healthcare and work.
  2. Cheaper Driving vs. Creating Alternatives: Right-of-centre parties focus on making car travel as affordable and well-paved as possible since cars are the default reality in small towns. Conversely, parties like the Greens argue that fuel prices will always be vulnerable to global shocks, meaning the long-term solution for small towns is investing in decentralized options—like on-demand rural shuttles and regional public transport links—so driving 50 km for every minor errand isn't your only choice.

Are you looking primarily for immediate relief on fuel prices at the pump, or are you more interested in parties proposing better long-term transport alternatives for regional areas?

Ask Gemini

Gemini is AI and can make mistakes.

Captured 12 October 2026 · shown as Gemini gave it, not a verified account

Google AI Mode · No location

I work in a small town rather than farming. My family drives long distances for services, and local jobs and healthcare are limited. I am considering my vote in the 2026 New Zealand general election. What would parties do about fuel costs for people who have few public transport alternatives?

For households in regional and small-town New Zealand that rely heavily on private vehicles for long-distance travel to access employment, healthcare, and services, the major political parties approach the squeeze of fuel costs and transport hardship through contrasting lenses.

The policy approaches from the prominent parties in the 2026 general election campaign address these regional and driving pressures as follows:

  • The Labour Party focuses on a "Fair Go for Drivers" package aimed at immediate cost pressures and pump transparency. They have proposed deferring scheduled fuel tax rises for three years and targeting pump prices by cracking down on anti-competitive supply contracts for independent and unmanned petrol stations to foster local price competition (which the Commerce Commission notes can lower local per-litre prices).

  • The National Party centers its approach on economic management, infrastructure maintenance, and targeted cost-of-living relief. National has proposed near-term freezes or temporary deflections on specific fuel tax increases (such as a one-year deferral on specific hikes) alongside a phased program prioritizing regional road maintenance, new roading, and infrastructure resilience.

  • The ACT Party advocates for structural reform over temporary excise adjustments, supporting the systematic transition of all vehicles (petrol, diesel, and EVs) toward a universal electronic road-user charges (RUC) system based on distance. ACT argues this user-pays, per-kilometer model is fairer and more transparent long-term than petrol excise taxes, alongside leveraging private capital for infrastructure.

  • The Green Party prioritizes systemic reduction of fossil fuel dependence by expanding public and inter-regional rail and bus networks (including strengthening rural bus connections) rather than subsidizing fossil fuels. For fuel itself, they do not support broad fuel tax freezes, favoring instead targeted financial support (such as lower public transport fares or fare concessions for specific cardholders) to assist low-income households experiencing transport hardship.

  • New Zealand First emphasizes regional development, domestic fuel security, and maintaining strategic public ownership of critical transport and supply infrastructure to protect regional connectivity and manage costs. [Kiwi Coaches]

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Captured 12 October 2026 · shown as Google AI Mode gave it, not a verified account

AI Overviews · No location

I work in a small town rather than farming. My family drives long distances for services, and local jobs and healthcare are limited. I am considering my vote in the 2026 New Zealand general election. What would parties do about fuel costs for people who have few public transport alternatives?

AI Overview

For regional and rural families in New Zealand who rely on driving long distances and cannot pivot to buses or trains, the cost of fuel is a significant economic factor. In the 2026 General Election , political parties are addressing fuel prices primarily through competing policies on fuel excise duty (petrol tax) and targeted household tax credits.

The major parties approach the issue of fuel costs and regional driving infrastructure through distinct strategies:

Direct Fuel Tax and Infrastructure Policies

Political Party Policy on Fuel Tax (Petrol Excise) Impact on Regional Drivers
Labour Party Promises a complete freeze on fuel excise duty for a full three-year parliamentary term. Aims to provide immediate cost relief at the pump by completely stopping tax hikes. They have also proposed making surplus NZTA land available for independent, unmanned petrol stations to boost fuel competition in regional towns.
National Party (Leading Coalition) Cancelled the scheduled 12c/litre hike for January 2027. Instead, they will stagger smaller 5c increases every six months starting January 2028. Delays the sharpest price hit to let households recover from global fuel shocks, but locks in gradual tax increases later to fund provincial roading and maintenance networks.
ACT New Zealand Supports transitioning away from petrol tax entirely and moving all vehicles to an electronic Road User Charge (RUC) system based on vehicle weight and distance. Argues that petrol tax is outdated and unfair. Shifting to an all-RUC system means regional motorists would pay strictly for the distance driven and road wear rather than paying an artificial premium at the petrol pump.

Targeted Cost-of-Living Relief

Because you cannot use the public transport subsidies offered in urban centers (such as Labour's proposed $20 weekly public transport cap), support instead comes via the tax system:

  • New Zealand First: The coalition partner has pledged to make permanent the temporary $50-a-week boost to the In-Work Tax Credit , which was introduced specifically to assist working families through the global fuel crisis. Furthermore, they have campaigned to increase this boost by an extra $70 , bringing total fuel crisis support to $120 a week for eligible working families.

  • National: Passed temporary relief via the tax system, including a one-year $50/week in-work tax credit boost for low-to-middle income working families and increased home support mileage reimbursement rates (82.5c/km) to cushion the cost of long-distance driving.

Strategic Trade-Off for Regional Voters

  • The Freeze vs. Investment Dilemma: Committing to an outright fuel tax freeze (Labour) keeps costs low immediately but reduces the automatic revenue entering the National Land Transport Fund. A lower transport fund can mean less capital for repairing rural roads and highways.

  • The Phased Approach: Gradual increases (National) or borrowing to fill the gap is intended to preserve road maintenance budgets so that long-distance rural roads do not deteriorate, though it ensures fuel will become more expensive by 2028.

If you want to look closer at a specific side of this, I can outline how each party plans to fund regional road maintenance under these tax plans, or provide more detail on healthcare travel subsidies for rural families. Which would be more helpful?

Ask anything

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