Evidence · NZ Election 2026 · Edition 6

Every question and original answer

All 174 questions and the 783 complete answers recorded on 26 October 2026. Source lists and sentiment assessments are included, alongside the unchanged original answers.

questions
174
answers saved
783
collected
26 October 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

    questions.csv

    One row per question, with its original wording.

    id, text, reference, enabled, axes, collectionSettings

  • Complete answers

    answers.csv

    One row per saved answer, including its original text.

    id, questionId, assistant, collectionSetting, askedFrom, text, words

  • Answers included in each comparison

    memberships.csv

    One row per answer and comparison, showing which results were counted together.

    comparisonId, answerId, rowKey, included

  • Party names found in answers

    codings.csv

    One row per answer, party and comparison, with the recorded decision and evidence.

    comparisonId, answerId, entityId, kind, measure, counted, quote, reason, evidence

  • Sources recorded with each answer

    sources.csv

    One row per answer, with its recorded websites, source-list status and visible links.

    answerId, capture, domains, urls, literalUrls, origin

  • What the voting-guidance answers did

    behaviour-coding.csv

    One row per guidance answer, with the recorded behaviours and supporting passages.

    answerId, draft_id, platform, explicit_choice_boundary, conditional_party_or_bloc_alignment, prioritised_shortlist, elicits_additional_user_information, unconditional_single_party_vote_instruction, rationale, evidence, review_provenance

  • Checks against official sources

    checks.csv

    One row per selected statement checked in an answer.

    checkId, claimToTest, category, answerId, questionId, assistant, assertionPresent, assertion, verdict, evidence, whatTheSourceSays, assessment, checkedOn, paragraphs, previousCheckId, earlierAnswerId, earlierAssertion, trajectory

  • Statements selected for checking

    check-register.csv

    One row per selected check, with its reason and official source.

    checkId, claimToTest, category, whyChecked, primarySourceUrl, answerId

  • Research findings

    findings.csv

    One row per finding, with its figure and supporting records.

    id, statement, summary, caveat, value, denominator, evidence

  • Evidence behind the findings

    findings-evidence.csv

    One row per finding, with the records supporting it.

    findingId, rows

  • What changed for each voter

    case-decisions.csv

    One row per voter situation, with the earlier and later readings.

    case, transition, quote, assessment, draft_id, scenario, earlier_result_id, result_id, earlier_quote, earlier_assessment, earlier_review_provenance, current_review_provenance

  • Answers read in detail

    report-evidence.csv

    One row per answer included in the detailed research readings.

    key, answerId, interpretation, text

  • Party counts by edition

    party-count-tables.csv

    One row per comparison, edition, assistant and party, with its answer count and total.

    panel, edition, platform, party, numerator, denominator

  • Answer length by assistant

    platform-tables.csv

    One row per comparison, edition and assistant, with the recorded answer lengths.

    panel, edition, platform, answers, median_words, total_words

  • Location comparisons by edition

    regional-tables.csv

    One row per national-and-location comparison and edition.

    edition, prompt_id, platform, city, draft_id, block, scenario_id, scenario, issue, priority, common_5_6, complete, national_result_id, city_result_id, same_text, same_party_set, same_displayed_party_set

  • Changes by topic

    issue-tables.csv

    One row per topic, showing answer totals and changes in party names.

    issue, current_answers, matched, changed_party_sets, changed_displayed_party_sets

  • Links visible in answers

    literal-source-evidence.csv

    One row per answer, with the web links present in its text.

    edition, result_id, literal_urls, literal_domains, associated_capture

  • Separate website reference totals

    aggregate-references.csv

    One row per website in the separate reference summary; these totals do not identify which answer used it.

    domain, citationCount, referenceCount, promptCount, urlTotal, trendTotal, platforms

  • Answers compared with 23 October

    pairs.csv

    One row per answer with an earlier counterpart to the same question, assistant and location.

    earlierAnswerId, answerId, questionId, assistant, collectionSetting, askedFrom

  • Checks across editions

    edition-checks.csv

    The selected checks and whether their statements appeared in each edition.

    checkId, claim, assistant, earlierAnswerId, answerId, earlierQuote, quote, trajectory, assessment, evidence

  • Statements and sentiment assessments

    claims.csv

    The saved assessments of statements about tracked parties, with their answer references and verified extracts where available.

    claimId, answerId, entityId, role, tone, quote, nativeQuoteVerified, origin

  • Original saved statement assessments

    raw-native-claims.csv

    One row per saved statement, with its original wording and party assessments. These are automated results, not independently checked facts.

    quote, brands, stance, claimId, claimText, sourceResultId

  • Original saved source records

    raw-native-sources.csv

    Every saved source record, distinguishing citations from other references. The source rankings count citations only.

    answerId, url, domain, metadata, domainType, citationKind

  • Sources by answer

    source-associations.csv

    One row per answer and website; repeated references to the same website count once.

    answer id, question id, assistant, domain, publisher

  • National and location answers

    place-pairs.csv

    One row per complete national-and-location pair in this edition.

    question id, assistant, place, national answer id, place answer id, national entities, place entities, same entities

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 essential services in small towns

If you work in a small New Zealand town outside farming, two questions matter: how would a party help create reliable local jobs, and how would it make everyday services accessible without hours of driving?

Those issues are connected. A town needs employers that can survive beyond one industry, workers who can access training and healthcare, reliable transport and internet, and enough local demand to keep businesses operating.

For the 2026 general election, it helps to compare parties across six areas:

  • Diversifying employment: creating jobs in manufacturing, tourism, construction, technology, trades and other services.
  • Supporting small businesses: helping local firms grow, hire staff and win contracts.
  • Regional investment: bringing infrastructure spending and economic development outside the main centres.
  • Healthcare access: retaining local clinics, attracting health professionals and improving access to specialists.
  • Transport and digital connectivity: reducing travel burdens and enabling remote work.
  • Training and career pathways: making it possible to gain qualifications and build a career without leaving town.

One important distinction: a party can promise regional growth without necessarily committing to permanent jobs in your town. The detail matters — particularly funding, delivery dates, local hiring and whether the jobs would last after a project finishes.

What the main parties are proposing

The following comparison uses parties’ published 2026 policies and regional policy analysis available in October 2026. Where a party has not published a single comprehensive small-town jobs plan, I’ve identified the relevant policies rather than treating them as a specific local promise. Election 2026: What's on Offer for Regional New Zealand?Labour's 2026 Election Policies2026 Election Policy

Will National Party Finish 2nd in New Zealand's 2026 Election?

National Party

Business growth, investment and lower costs

National’s published policies emphasise helping businesses expand, reducing unnecessary building-consent delays, growing exports and enabling energy development. It also has a small-business plan and policies intended to make commercial construction easier. 2026 Election Policy

What this could mean for your town: opportunities in construction, energy, export businesses, trades and local suppliers if investment reaches your area.

What to check: whether there is a named regional project, how many ongoing jobs it is expected to create, and whether local small firms can benefit rather than only large contractors.

National’s 2026 policy programme

South Island Election Conference 2026

Labour Party

Small businesses, apprenticeships and public investment

Labour’s 2026 programme includes an Apprenticeship Boost, a Start Work Now programme involving housing, school improvements and hospital repairs, Māori-led skilled-work training, and a target for 15% of government contracts to go to New Zealand small businesses and start-ups. It also proposes three free GP visits annually through a Medicard and free prescriptions from July 2027. Labour's 2026 Election Policies

What this could mean for your town: work for tradies, builders, suppliers and apprentices; potential local business opportunities through public procurement; and improved affordability of some healthcare.

What to check: which projects will be delivered locally, how many apprenticeships translate into sustained employment, and how your town would recruit and retain healthcare staff.

Labour’s 2026 policies

New Zealand Legislative Election Winner? Winner Odds | Lines.com

Green Party

Community-led development, public services and low-carbon industries

The Greens’ rural-community approach supports accessible local services, community hubs and mobile services, alongside community-led economic development, local markets, Māori-led development and climate adaptation. Its wider programme also promotes jobs linked to a lower-carbon economy. Election 2026: What's on Offer for Regional New Zealand?

What this could mean for your town: potential employment in energy efficiency, environmental restoration, public transport, community services and local enterprises, with more attention to bringing services to people.

What to check: which initiatives would be funded in your area, what private-sector jobs could develop alongside them, and how environmental requirements would affect existing businesses.

Green Party policies and announcements

New Zealand Legislative Election Winner 2026 Odds | Polymarket

ACT New Zealand

Reducing regulatory barriers and supporting business activity

ACT’s regional policy direction emphasises reducing regulatory burdens on businesses and addressing workforce shortages. The regional policy comparison identifies these as part of its approach to provincial and rural economies. Election 2026: What's on Offer for Regional New Zealand?

What this could mean for your town: potentially lower compliance costs or fewer delays for businesses wanting to build, expand or hire.

What to check: which particular rules would change, whether local businesses would qualify for any support, and what would happen to access to public services if delivery or spending changed.

ACT policies and announcements

New Zealand legislative election winner? Predictions & Od... 2026 | Polymarket

New Zealand First

Regional investment, vocational training and local resource benefits

NZ First’s regional approach stresses greater regional returns from local resources. Its published positions also include apprenticeships and vocational learning, including support for employers taking on apprentices. Election 2026: What's on Offer for Regional New Zealand?Technology starts political conversation

What this could mean for your town: opportunities tied to regional infrastructure, resource-based industries, trades and apprenticeships, rather than relying exclusively on traditional farming.

What to check: whether investment would be directed to your region, which industries would receive support, and whether the promised jobs would be permanent.

New Zealand First policies and announcements

New Zealand Legislative Election Winner 2026 Odds | Polymarket

Te Pāti Māori

Māori-led development and local ownership

The regional policy analysis identifies Māori ownership, local control and investment in whenua-based development as central to its regional approach. Election 2026: What's on Offer for Regional New Zealand?

What this could mean for your town: opportunities for Māori enterprises, locally owned development and infrastructure projects, including businesses that add value to regional resources.

What to check: whether specific funding, business support or partnerships would be available in your community and how broadly the resulting jobs would be accessible.

Te Pāti Māori policies and announcements

These are different approaches, not a ranking. The practical result depends on the policy details, funding, implementation and your town’s existing economy.

Which policies address the problems you described?

Here is a more direct comparison against your day-to-day concerns.

Your concern Policies worth examining
Few jobs outside farming Business investment, manufacturing, renewable energy, tourism, regional procurement and local enterprise support
Small businesses struggle to grow Access to finance, lower compliance costs, prompt payment for government contracts and incentives to hire
Young people leave to find work Apprenticeships, vocational training, local infrastructure projects and career pathways
Long drives for healthcare Rural GP recruitment, mobile clinics, community health hubs, telehealth and transport assistance
Family members must travel for services Local service centres, public transport, outreach services and reliable broadband
Jobs disappear when a project ends Long-term employers, diversified industries, ongoing public-service jobs and support for locally owned businesses

The regional policy comparison also identifies Opportunity as emphasising long-term infrastructure and climate adaptation. Its specific commitments are worth checking against the needs of your town. Election 2026: What's on Offer for Regional New Zealand?

Five questions to ask before voting

I would look beyond headline job-creation numbers and ask each party or local candidate:

  1. How many permanent jobs? Are these ongoing jobs, temporary construction positions, or estimates of indirect employment?
  2. Where will the money go? Is funding committed to regional towns, or is it concentrated in major cities and large projects?
  3. Can existing local businesses benefit? Will they be able to tender for contracts, access finance and recruit skilled staff?
  4. Will healthcare become more accessible? Is the commitment to additional local appointments, a funded recruitment plan, outreach services or simply a national funding increase?
  5. Will my family have to travel less? Are there specific plans for regional transport, mobile services, broadband and access to specialists?

You can also compare parties’ actual records in government with their new promises. A policy announcement is not the same as funded implementation.

Where to verify the latest commitments

One final distinction matters: a party might have a credible plan to grow the national economy without a clear plan to improve employment or service access in a small town. Equally, a proposal to maintain local healthcare may improve the town’s ability to retain workers even if it does not directly create private-sector jobs.

For your situation, I would compare local job creation, long-term job security, and access to healthcare and essential services as separate measures, rather than assuming progress on one guarantees progress on the others.

Ask anything

ChatGPT can make mistakes. Check important info.

Captured 26 October 2026 · shown as ChatGPT gave it, not a verified account

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 provincial towns where local employment, healthcare, and services can feel strained, the political parties contesting the 2026 New Zealand General Election offer distinct philosophies on how to support economic vitality beyond primary agriculture.

The main policy approaches proposed by political parties to tackle regional jobs, infrastructure, and local services include:


1. National & ACT (Centre-Right)

The current governing and aligned parties focus heavily on economic growth through private-sector investment, infrastructure reduction, and cutting regulatory red tape to stimulate non-farming provincial industries like tourism, forestry, resource extraction, and digital/remote work infrastructure.

  • Fast-Track Consenting & Resource Development: Streamlining approvals for regional infrastructure, energy projects, and commercial ventures to make it easier for businesses to set up and expand in the provinces.
  • Fiscal Restraint & Small Business Support: Focusing on tax relief, lower compliance costs, and spending restraint rather than large state-led programs. ACT specifically promotes allowances for digital and productive software investment to help remote or small-town businesses scale without geographic limits.
  • Infrastructure Focus: Prioritising long-term national infrastructure pipelines (such as transport, energy, and water resilience) to ensure small towns are better connected to larger hubs.

2. Labour & NZ First (Centre-Left / Nationalist)

These parties emphasize direct government intervention, regional funds, and targeted support for local businesses, manufacturing, trades, and regional infrastructure to retain working-age populations.

  • Regional & Industry Funds: NZ First heavily champions vehicles like the Regional Infrastructure Fund (RIF) to co-invest in regionally significant projects, supply-chain resilience, and local economic diversification beyond standard farming.
  • Trades Training & Apprenticeships: Expanding targeted support (such as extensions to apprenticeship boost payments, tool grants, and structured regional training programs) to ensure young people in small towns can learn a trade locally and secure stable employment.
  • Support for Small Enterprises: Raising GST-registration thresholds and introducing measures to make it easier for provincial small businesses to hire their first employees or take on apprentices. NZ First also targets tax adjustments specifically for small-to-medium businesses (e.g., lower company tax tiers for lower-turnover businesses).

3. Green Party & Te Pāti Māori (Left / Independent)

These parties focus on a green transition, community-led enterprise, and public sector investment to create future-proof jobs in the regions.

  • Ecosystem and Climate Jobs: Proposing job guarantee schemes focused on ecosystem regeneration, conservation, and local environmental management.
  • Energy Sovereignty and Regional Enterprise: Creating dedicated funds (such as energy sovereignty or Māori economic development funds) to support local renewable energy projects, regional manufacturing, and community-owned enterprises.
  • Public Infrastructure & Local Services: Strongly advocating for increased public spending on regional healthcare, education, and public transport networks to combat the isolation and service-retention issues facing small-town families.

What to Consider for Your Vote

When weighing your options for the 2026 election, consider which strategy aligns best with your community's needs:

  • Do you favor free-market deregulation, fast-tracked consents, and lower business taxes to let private enterprise naturally find a foothold (National/ACT)?
  • Or do you lean toward government-backed regional investment funds, localized trade training, and direct support for small business employment (Labour/NZ First/Greens)?

Are there specific non-farming industries—such as tourism, digital connectivity, manufacturing, or healthcare access—that you feel are most critical for your town's future?

Ask Gemini

Gemini is AI and can make mistakes.

Captured 26 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 non-farming workers and families living in New Zealand's small towns—where the local economy relies heavily on service, trades, retail, small businesses, and local public services—political parties approach job creation, retention, and service access through distinct economic and regional development lenses.

Party approaches to supporting small-town economies and non-farming livelihoods emphasize different mechanisms:

  • National and New Zealand First (Coalition/Centre-Right approach) : Focus heavily on major infrastructure investment, reducing regulatory hurdles, and stimulating provincial business growth. Their strategy involves instruments like the Regional Infrastructure Fund to upgrade transport, energy, and local resilience projects, alongside plans to streamline planning rules (replacing the Resource Management Act) to lower costs for local business development. They also advocate returning a share of extractive or mining royalties directly to regional areas to stimulate local commercial activity outside the main centres.

  • Labour (Centre-Left approach) : Focuses on targeted support for small businesses, workforce training, and regional public services. Their platform includes a Small Business Action Plan , an Apprenticeship Boost program, and dedicated funding for regional and Māori trades training to keep practical skills and jobs anchored locally. To address healthcare and cost-of-living distances in the provinces, they also propose a Family Doctor Loan Scheme and graduate nurse job guarantees aimed at recruiting and retaining medical professionals in constrained provincial health environments.

  • Green and ACT Parties (Alternative approaches) : The Green Party typically emphasizes localized transitions, supporting regional green-job initiatives (such as local energy-efficiency upgrades and regional rail/transport), and boosting public services. ACT generally focuses on broader economic liberalization, cutting red tape and compliance costs for small businesses across New Zealand, and reducing government spending to lower inflation and interest pressures on local enterprises.

You can compare specific party manifestos and localized economic toolkits directly on platforms like Policy.nz. Policies for Party vote - NZ Election 2026

If you'd like, let me know:

  • Whether your primary concern is retaining local youth/workforce , boosting small business viability , or improving local healthcare access
    I can provide more targeted details on how different party policies address those specific challenges.
Ask anything

Captured 26 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 to create or retain jobs in small towns beyond farming?

AI Overview

For a voter living in a small New Zealand town, economic survival depends heavily on diversifying the local economy beyond agriculture.

Having to drive long distances for services means that public investment, connectivity, and local healthcare employment directly impact your daily life.

Heading into the 2026 General Election , major political parties are offering different approaches to non-farming job creation, infrastructure, and services in the regions:

National Party

The National Party focuses on a private sector-led economic model to stimulate regional growth, relying on deregulation and major structural overhauls to incentivize businesses to operate outside city centers.

  • Resource Management Reform: National’s core regional plan replaces the Resource Management Act with a streamlined system aimed at fast-tracking commercial development. By cutting compliance costs, they intend to make it cheaper to set up manufacturing, commercial building, and local enterprises in smaller towns.

  • Infrastructure Delivery: They prioritize extensive regional roading, bypass builds, and transport links. The strategy assumes that better physical connections to major hubs allow local logistics and service businesses to scale up and hire.

  • Renewable Energy Expansion: National aims to boost the economy by backing regional renewable energy infrastructure, which can attract new engineering, construction, and technical jobs to rural areas.

Labour Party

The Labour Party proposes an economic framework centered on grassroots business support, public service investment, and targeted government funds to directly foster non-farming jobs.

  • Small Business & Apprenticeship Package: Labour’s platform includes an immediate asset write-off for equipment up to $10,000 and requires large companies to pay small suppliers within 15 days. They are also pledging to expand support for 30,000 apprentices, which targets trades and manufacturing job creation inside local communities.

  • The New Zealand Future Fund: Labour plans to create a dedicated sovereign wealth fund to invest in domestic businesses and regional infrastructure.

  • Public Service Job Guarantees: Addressing your concern about local healthcare, Labour’s platform includes a graduate nurse job guarantee and a doctor loan-write-off scheme to attract medical professionals to under-served regional practices. They also plan to roll out regional public transport fare caps ($10 maximum outside the main centers) to lower travel costs for commuters.

New Zealand First

As a traditional coalition partner with a heavy focus on regional voters, NZ First views regional development as a non-negotiable priority.

  • Regional Infrastructure Fund (RIF): NZ First uses its political leverage to secure dedicated capital for the regions. This fund directly finances local upgrades like flood protection and port facilities, providing immediate regional construction and engineering jobs.

  • Sovereign Mega-Fund & Mining Royalties: NZ First is campaigning on returning 50% of mining and resource royalties directly back to the regions where they were extracted. Furthermore, they have introduced a bottom line to create a massive $100 billion sovereign wealth fund (inspired by Singapore’s Temasek model) to invest heavily in multi-decade infrastructure, aiming to drive domestic manufacturing and specialized tech growth.

  • Niche Industry Support: The party is looking to explicitly support non-traditional regional industries, such as the domestic video gaming and digital entertainment sector, to keep tech-savvy youth from migrating to major cities.

Summary of Core Approaches

Party Primary Driver for Small Town Jobs Impact on Rural Services & Healthcare
National Deregulation & Infrastructure: Cutting consenting delays (RMA reform) to spark private commercial and energy builds. Focuses on systemic efficiency and economic growth to fund core public services down the line.
Labour Direct Business Support & Public Funds: Cashflow protections for small businesses, apprentice schemes, and a domestic investment fund. Funded by a targeted Capital Gains Tax to inject billions into health infrastructure, including nurse job guarantees.
NZ First Dedicated Regional Funding: Returning resource royalties to local councils and securing large infrastructure investments. Demands decentralized healthcare spending and specific infrastructure safety nets for rural communities.

If you want to look deeper into specific proposals, let me know:

  • What industry you or your family members work in?

  • Whether you are most interested in digital/remote work infrastructure or physical industries like manufacturing and tourism?

I can break down how specific party policies apply directly to your situation.

Ask anything

Captured 26 October 2026 · shown as AI Overviews gave it, not a verified account