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

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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

  • 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

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 to create or retain jobs in small towns beyond farming?

New Zealand 2026 election: Jobs and services in small towns

If you live and work in a small New Zealand town outside farming, the issues worth comparing go beyond agricultural policy. They include whether local businesses can grow, whether employers can find skilled workers, whether reliable internet and transport connect you to larger markets, and whether you can access healthcare without travelling long distances.

For the 2026 general election, I would separate the parties' proposals into five practical questions:

  • Local jobs: What would help create or retain work in trades, manufacturing, tourism, construction, retail, care, and other non-farming industries?
  • Business survival: What would they do about the costs of running a small business, access to finance, and government procurement?
  • Healthcare: How would they recruit and retain doctors, nurses, and other health workers outside major centres?
  • Access to services: What would they do about public transport, roads, broadband, and services that have moved to larger towns?
  • Skills and young people: Would local people be able to train, find apprenticeships, and build careers without leaving their community?

One important distinction: a party promising to create jobs nationally is not necessarily promising jobs in your town. The details of where funding goes, which industries qualify, and whether local employers can access it matter.

What the main parties are proposing

The election is scheduled for Saturday 7 November 2026. The policies below are published proposals available as of 12 October 2026, not guarantees of what a future government would deliver. 2026 Election Q&A

1. Jobs and small-business growth

National

National's approach centres on business investment, reducing compliance costs, and making it easier to hire. Its published small-business plan includes retaining the Investment Boost tax deduction for eligible new productive assets, a support package for first-time employers, and support for high-potential exporters. National’s plan to support Small Businesses

Potential relevance to your town: trades, workshops, manufacturers and other businesses that need equipment or want to take on their first employee.

Question to ask: What specific investment or employment support would reach small businesses in towns with few large employers?

Labour

Labour's Small Business Action Plan proposes requiring large businesses to pay small suppliers within 15 days for invoices of $25,000 or less, an immediate tax write-off for qualifying equipment costing up to $10,000, and raising the compulsory GST registration threshold to $80,000. It also proposes a target for 15% of government contracts to go to New Zealand small businesses and start-ups. Labour's Small Business Action PlanLabour's Small Business Action Plan

Its separate Start Work Now plan proposes school repairs, hospital repairs and more social housing construction, creating potential work for local builders, electricians, plumbers and apprentices. Start Work Now

Potential relevance: small contractors and service firms needing steadier cash flow or access to public-sector work.

ACT

ACT's September 2026 small-business package proposes freezing the adult minimum wage for three years, introducing a training wage at 60% of the adult minimum wage for workers under 20 during their first 12 months with an employer, and allowing protected negotiations over mutually agreed employment exits. ACT argues these measures would reduce costs and encourage hiring. ACT New ZealandACT New Zealand

Potential relevance: employers concerned about the cost and risk of taking on staff, including inexperienced workers.

Trade-off to examine: how lower wage settings would affect entry-level workers' incomes, and whether employers would actually create additional jobs.

Green Party

The Greens' published Jobs for All of Us package includes a Youth Jobs Guarantee. It proposes a pathway into education, training or a new job for 16–24-year-olds who have been out of work for six months, with a goal of getting 32,000 young people into local jobs by scaling up the Mayors Taskforce for Jobs. Jobs_for_all_of_us

Potential relevance: towns where young people leave because they cannot find work, or where community organisations and local businesses need help.

Question to ask: How much of the proposed work would become lasting employment rather than a temporary placement?

New Zealand First

NZ First's published policies include lowering the company tax rate to 20% for small and medium-sized enterprises with turnover below $30 million, from the current 28%, and establishing a proposed New Zealand Future Fund of up to $100 billion for long-term infrastructure investment. Our Policy

Potential relevance: eligible incorporated businesses that could retain more earnings, and regional employers that might benefit from infrastructure investment.

Question to ask: How would the fund select projects, and what would ensure smaller towns receive investment and local jobs?

These are different approaches to job creation, rather than directly comparable promises of how many permanent jobs would be created in small towns. The benefits depend on eligibility, implementation, local demand and whether businesses respond by hiring.

2. What about industries beyond farming?

The parties' broader economic approaches could matter just as much as their small-business policies.

Party Other potential sources of regional jobs What to check
National Export growth, business investment, commercial construction, renewable energy and infrastructure. 2026 Election PolicyNational’s plan to support Small Businesses Will projects and supply contracts reach smaller towns?
Labour Public building and repair projects, housing construction, local contractors and small-business procurement. Start Work NowLabour's Small Business Action Plan Will contracts be accessible to small local firms?
Greens Community-based jobs, environmental work and youth employment; its wider economic approach emphasises investment in local communities. Jobs_for_all_of_us Will funding support permanent jobs and a wider range of industries?
ACT Mining, energy development, investment and fewer regulatory barriers. ACT New Zealand Are there viable local projects, and what are their environmental and employment impacts?
NZ First Infrastructure investment, lower company tax for qualifying SMEs, and support for organic producers and new markets. Our PolicyNZFirst Campaign Announcement: The Plan to “Make NZ Healthy” How will projects be selected and how many local jobs might result?

These are potential pathways, not evidence that a particular town will receive new jobs. A mine, construction programme or energy project might generate substantial work, but its effects depend on where it is located, whether local people have the required skills, and whether local firms win contracts.

3. Healthcare and the cost of travelling for services

For a family that regularly drives to another town for healthcare, this deserves equal weight alongside employment. Healthcare policy can also affect local employment directly: a GP practice, pharmacy, aged-care facility or community health service employs people locally.

National — rural workforce support

The government announced $2.5 million for rural point-of-care ultrasound training and support, expanded emergency training for rural clinicians, and $6 million for a rural recruitment and locum service covering doctors, nurse practitioners, nurses and allied health professionals. Backing our frontline rural health workforce

Ask whether these measures will translate into more regular appointments and permanent staff in your area.

Labour — affordability and health-sector employment

Labour proposes three free GP visits a year for everyone through a new Medicard, free prescriptions from July 2027, and a job offer for every eligible New Zealand-trained graduate nurse. The nurse guarantee is intended to start in 2027. Labour's 2026 Election PoliciesGraduate Nurse Job Guarantee

Ask how these proposals would improve access to clinicians in small towns, rather than simply reduce costs when you can get an appointment.

ACT — expanding pharmacy services

ACT proposes allowing pharmacists to provide more everyday healthcare, including treating additional minor conditions and managing some ongoing medication needs. Its argument is that this could ease pressure on GPs and give patients another local point of access. ACT New ZealandACT New Zealand

Ask which services would be funded, and whether your local pharmacy could provide them.

New Zealand First — prevention-focused healthcare

NZ First's Make NZ Healthy plan emphasises prevention, earlier intervention, greater professional autonomy in general practice, and health coaches in primary care. NZFirst Campaign Announcement: The Plan to “Make NZ Healthy”

Ask what additional local services would be funded, how rural patients would access them, and how quickly they would become available.

For a cross-party benchmark, the independent Hauora Taiwhenua Rural Health Network's 2026 election manifesto sets out six priorities for rural healthcare. Its election material is particularly relevant to your concerns about workforce shortages, access to care and the needs of remote communities. Election 2026

4. How to compare the promises against your everyday experience

When reading each party's full policy, look for evidence on these five points:

  • Permanent jobs: Are the proposals likely to support ongoing employment, or mainly temporary construction and project work?
  • Industry diversity: Do they support several types of employers, so the town isn't dependent on farming or one major company?
  • Local access to contracts: Can a small local business realistically win government or infrastructure work?
  • Healthcare close to home: Are there funded commitments to local staff, GP availability, diagnostics, community care or transport to essential services?
  • Delivery and funding: Is there a clear budget, start date, eligibility rule and way to measure results?

Also check whether a party's promises are new commitments or existing government programmes. That helps distinguish what would actually change after the election.

5. Where to verify the latest policies

These are useful starting points for checking the details before voting:

The key question for your vote

I'd assess the proposals against a practical outcome: could your family earn a reasonable living, get healthcare when needed, and access essential services without having to leave your community or spend so much time driving?

A policy that improves small-business cash flow may help retain a local employer. A construction programme may create jobs for a period. A rural health recruitment programme may help keep a clinic staffed. Those are different benefits, and it is worth assessing each separately rather than assuming one economic promise will solve all three.

One final question worth putting to candidates at local meetings is: “What specific, funded commitment will your party make to create permanent non-farming jobs and improve healthcare access in small New Zealand towns, and how will we measure whether you delivered it?”

That invites a concrete answer you can compare across parties without having to take campaign slogans at face value.

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 to create or retain jobs in small towns beyond farming?

For voters living in small towns outside major urban centres, the 2026 New Zealand general election presents distinct choices regarding how local economies, employment, and regional service accessibility are supported beyond traditional farming.

Political parties approach the challenge of non-farming regional growth, job creation, and service retention through different economic philosophies:


Labour Party

  • Focus: Investment-led growth and community-level services.
  • Job Creation: Proposes backing small businesses and industries via a structured regional and national investment approach (such as the New Zealand Future Fund), focusing on secure jobs and trades training/apprenticeships.
  • Services & Infrastructure: Emphasizes supporting doctors and healthcare providers to set up or expand practices directly in local communities, alongside targeted cost-of-living and transport measures.

National Party

  • Focus: Fiscal restraint, infrastructure facilitation, and regulatory reduction.
  • Job Creation: Aims to stimulate economic activity by keeping business taxes stable, cutting red tape, and streamlining resource management and consent processes to encourage private enterprise and local investment.
  • Services & Infrastructure: Relies heavily on economic growth and infrastructure streamlining to keep regional economies viable, alongside demand-side housing support (such as expanded First Home Loans) to help workers settle in regions.

New Zealand First

  • Focus: Direct regional revenue sharing and small-and-medium enterprise (SME) tax relief.
  • Job Creation: Proposes cutting the company tax rate from 28% down to 20% for businesses with a turnover under $30 million to stimulate local employment and small-business retention.
  • Services & Infrastructure: Features a policy to return 50% of mining and resource royalties directly back to the regions they are extracted from rather than keeping them in Wellington, funding local infrastructure and services. They also propose a multi-decade infrastructure fund.

Green Party

  • Focus: Localized sustainable economies, community wellbeing, and public services.
  • Job Creation: Focuses on green jobs, regional transitions, and supporting community-scale enterprise and localized economies rather than relying on large corporate models.
  • Services & Infrastructure: Prioritizes robust public service funding, public housing, and strengthened renter/community rights to ensure small-town residents have stable living conditions and access to essential infrastructure.

ACT Party

  • Focus: Free-market solutions, regulatory reform, and tax reduction.
  • Job Creation: Champions lower, flatter taxes and aggressive cutting of government regulations and compliance costs to make it easier for small businesses to operate and hire without central government interference.
  • Services & Infrastructure: Argues that reducing government spending and freeing up property and commercial rights will naturally spur local economic efficiency and private-sector service delivery.

When weighing your vote, it helps to consider whether you prefer direct capital injection and tax relief for small businesses (like NZ First's SME tax cuts or regional royalties), centralized investment funds and direct public service backing (like Labour's approach), or deregulation and private enterprise incentives (favored by National and ACT).

Would you like to explore how these different party policies specifically address healthcare access or distance-travel costs for rural and small-town families?

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 to create or retain jobs in small towns beyond farming?

For small-town New Zealanders working outside the primary sector, economic discussions often center on how to diversify local economies, reduce compliance and operating burdens for small enterprises, and improve long-distance connectivity (such as digital infrastructure, healthcare access, and transport links).

The approaches proposed by New Zealand’s political parties to support small-town and regional economic vitality—beyond traditional farming—focus on several key strategy areas:

  • Small Business Compliance and Red Tape Reduction
  • National Party: Proposes targeted small-business packages (such as a 47-point compliance reduction plan) featuring a "tell government once" reporting service, a First Employee Support Package to assist new local hires, and reviews of the compulsory GST registration threshold to give small-town owner-operators more time and capital to invest in growth.
  • Regional Infrastructure and Sector Diversification
  • New Zealand First & National: Emphasize funding mechanisms like the Regional Infrastructure Fund (RIF) to build resilient local assets (such as flood protection, port upgrades, and regional connectivity) and support alternative heavy or extractive industries like mining, forestry, and aquaculture that sustain provincial contractors.
  • Local Market Competition and Cost-of-Living Relief
  • Labour & New Zealand First: Propose structural reforms in regional retail and supply chains—such as breaking up major supermarket cooperatives (Foodstuffs/Woolworths) to drive down grocery and operating overheads for provincial households and independent operators.
  • Public Services, Green Transition, and Universal Support
  • Green Party & Labour: Focus on decentralized public investment, regional clean-energy transitions, and community-led public service delivery to create non-farming local employment and maintain viable social infrastructure in provincial areas.

You can compare specific party manifestos and track ongoing policy updates for the 2026 election cycle directly on Policy.nz or read analysis on regional announcements via RNZ News.

Ask anything

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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 to create or retain jobs in small towns beyond farming?

AI Overview

Ahead of the 2026 New Zealand general election , political parties are targeting non-farming employment in the regions to address rural job security and infrastructure pressures. With unemployment sitting at an 11-year high, parties have distinct strategies for generating and maintaining jobs in small towns through infrastructure, small business support, public investments, and regulatory reform.


Comparison of Party Policies for Non-Farming Regional Employment

Political Party Primary Strategy for Regional Jobs Key Non-Farming Initiatives / Sectors
National Private-Sector Growth & Planning Reform Streamlined commercial building consents • South Island renewable energy RMA rules and data centers • Job-creation targets via macroeconomic stability.
Labour Public Investment & Local Business Backing "Start Work Now" plan to repair local schools and hospitals • Small Business Action Plan (tax/GST concessions) • New Zealand Future Fund for local companies.
New Zealand First Direct Regional Infrastructure Funding Expansion of the Regional Infrastructure Fund (RIF) • Focus on regional energy, hydrogen, and critical minerals • Mining royalty returns to extracted regions.
Green Party State-Guaranteed Employment & Green Transition "Jobs for Young People" programme via local councils • Funding for green infrastructure, climate adaptation, and eco-maintenance.
ACT Deregulation & Public Service Shrinkage Cutting government spending and regulations to fuel private-sector growth • Decentralized, market-driven economic growth.
The Opportunity Party (TOP) Long-Term Infrastructure Legislation Legislating a 30-year infrastructure pipeline to ensure permanent local construction and maintenance jobs.

Detailed Breakdown of Party Approaches

National Party

The National Party focuses on growing the overall economy to add a projected 220,000 jobs over four years. For small towns, their non-farming job policy focuses on:

  • Infrastructure and Energy: Creating long-term employment by fast-tracking approvals for data centers and South Island renewable energy projects.

  • Business Deregulation: Reducing overhead for regional operations by streamlining commercial building consents.

  • Youth Employment: Channelling funding into the Mayors’ Taskforce to match young provincial jobseekers with roles in local government and councils.

Labour Party

The Labour Party pushes for a state-backed investment framework to counter regional job losses. Key mechanisms include:

  • The "Start Work Now" Plan: Using direct government funding to employ local tradespeople and contractors to fix local schools, repair regional hospitals, and build housing.

  • Small Business Support: Helping non-farming enterprises survive in small towns by lowering the regulatory burden, speeding up payment times, and raising the GST threshold.

  • New Zealand Future Fund: An initial $200 million sovereign fund explicitly designated to invest in local New Zealand companies and regional infrastructure.

New Zealand First

As part of the current coalition government, New Zealand First prioritizes its $1.2 billion Regional Infrastructure Fund (RIF). They plan to:

  • Expand the RIF: Deliver a "beefed-up", flexible version of the fund to create construction, engineering, and support jobs.

  • Diversify Regional Industries: Injecting targeted funds into new energy sectors, including $30 million for hydrogen energy developments and funding for critical minerals facilities in places like Southland.

  • Mining Royalty Retention: Returning 50% of mining royalties directly back to the regions where resources are extracted to fund local non-agricultural job programs.

Green Party

The Green Party favors a public-sector intervention strategy to safeguard the workforce from market volatility. They propose:

  • Jobs for Young People Program: A state-guaranteed program funding local councils to hire youth for community service, infrastructure maintenance, and nature renewal.

  • Climate Adaptation Infrastructure: Transitioning to 100% renewable electricity and low-impact public works, which would require regional labor for construction, maintenance, and ecological mitigation.

ACT and The Opportunity Party (TOP)

  • ACT seeks to spark job growth by heavily reducing the size of the Wellington bureaucracy and removing red tape. They argue that freeing up private capital is the fastest way to bring sustainable retail, trade, and commercial jobs to town centers.

  • TOP advocates for putting New Zealand's 30-year National Infrastructure Plan into law. This includes creating an intergenerational fund to guarantee that 60% of infrastructure spending is permanently locked into local maintenance and renewal, ensuring steady, non-farming manual and technical jobs in regional communities.


If you would like to explore specific party strategies further, please let me know:

  • Which non-farming industry interests you most? (e.g., tourism, local trade/construction, manufacturing, or green energy)

  • Do you want to see how these parties plan to address the related issue of regional healthcare access and travel costs?

Ask anything

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