Evidence · NZ Election 2026 · Edition 4

Every question, every answer, every source

All 174 questions and the 776 answers produced on 19 October 2026. For the other 44 planned combinations, Google produced no AI Overview or AI Mode answer.

questions
174
answers saved
776
collected
19 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, unchanged since 5 October.

    id, text, reference, axes, collectionSettings, enabled

  • Answers

    answers.csv

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

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

  • Sources by answer

    source-associations.csv

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

    answer id, question id, assistant, domain, publisher

  • Checks against official sources

    checks.csv

    One row per selected statement and assistant, including those where the statement was not made.

    checkId, claimToTest, category, answerId, questionId, assistant, assertionPresent, assertion, paragraphs, verdict, evidence, whatTheSourceSays, checkedOn, assessment

  • Who to vote for: what each answer did

    behaviour-coding.csv

    One row per voting-guidance answer read in full, with each behaviour marked. Behaviours overlap; the original answers supply the evidence.

    prompt_id, draft_id, platform, region, explicit_choice_boundary, conditional_party_or_bloc_alignment, prioritised_shortlist, elicits_additional_user_information, unconditional_single_party_vote_instruction, excerpts, rationale, reviewer, reviewed_on, answerId

  • Location and national answers

    place-pairs.csv

    One row per national and location pair in this edition.

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

  • Changes between editions

    party-change-tables.csv

    One row per answer and earlier edition, with the parties named then and now.

    earlier_edition, earlier_result_id, current_result_id, prompt_id, platform, region, draft_id, block, scenario_id, scenario, issue, priority, same_text, same_party_set, earlier_parties, current_parties, added, removed

  • Changes across editions

    trajectory-tables.csv

    One row per pair of editions, with how many of the same 776 answers changed their party line-up.

    earlier_edition, current_edition, denominator, changed_all17, changed_seven

  • Party counts by edition

    party-count-tables.csv

    One row per comparison, edition, assistant and party, with the answers naming the party.

    panel, edition, platform, entity_id, party, numerator, denominator

  • Parties entering and leaving answers

    party-mention-flows.csv

    One row per party and assistant: answers that gained, lost or kept the party since 16 October.

    entity_id, platform, denominator, earlier, current, gained, lost, retained

  • Parties named by issue

    topic-presence-tables.csv

    One row per issue and party, with the answers naming the party.

    issue, entity_id, numerator, denominator

  • Location comparisons by edition

    regional-tables.csv

    One row per national and location pair, comparison and edition.

    panel, edition, prompt_id, platform, region, draft_id, block, scenario_id, scenario, issue, priority, complete, national_result_id, location_result_id, same_party_set

  • Answer length by assistant

    platform-tables.csv

    One row per comparison, edition and assistant, with answer length and the answers naming all six parties in Parliament.

    panel, edition, platform, answers, median_words, all_six_parliamentary

  • Voting guidance changes between editions

    guidance-change-tables.csv

    One row per voting-guidance answer and behaviour, on 16 and 19 October.

    draft_id, platform, measure, earlier_result_id, result_id, earlier, current, changed

  • What changed for each voter

    case-assessments.csv

    One row per voter: what changed in the answer to their main question.

    case, transition, earlier_quote, quote, assessment

  • Statements selected for checking

    check-register.csv

    One row per statement selected for checking, with why it was chosen and its primary source.

    checkId, claimToTest, category, whyChecked, primarySourceUrl, answerId

  • Answers paired with Edition 3

    pairs.csv

    One row per answer, with the 16 October answer to the same question, assistant and location.

    earlierAnswerId, answerId, questionId, assistant, collectionSetting, askedFrom

  • Source capture by answer

    sources.csv

    One row per answer, with whether its sources were captured and the websites recorded.

    answerId, capture, domains, urls, literalUrls, scope

  • Websites by reach

    source-reach-tables.csv

    One row per website, with the answers associated with it.

    domain, answers, denominator

  • Websites by issue

    topic-source-tables.csv

    One row per issue and website, with the answers associated with it.

    issue, domain, answers, denominator

  • Party matches reviewed in context

    party-identity-decisions.csv

    One row per possible party match read in context, with whether it counted and why.

    result_id, party, include, state, reason, reviewer, reviewed_on, review_basis, contexts

  • Parties found in each answer

    codings.csv

    One row per answer, party and comparison, with whether the party counted and the passage that shows it.

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

  • Comparisons each answer is in

    memberships.csv

    One row per answer and comparison.

    comparisonId, answerId, rowKey, included

  • Claims Onsomble recorded

    raw-native-claims.csv

    One row per claim, with the parties it is about and its stance on each.

    claimId, claimText, quote, stance, platform, region, promptId, brands, sources, drivers, sourceResultId

  • Answers read in full

    semantic-review-ledger.csv

    One row per answer and question a reviewer read in full, with the decision and the passage.

    result_id, dimension, state, decision, rationale, excerpt, reviewer, reviewed_on

  • Passages quoted in the analysis

    report-evidence.csv

    One row per answer passage the analysis quotes, with its reading.

    key, answerId, interpretation, text

  • Analysis findings

    findings.csv

    One row per finding in the analysis, with its figure and the table it comes from.

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

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've recently been made redundant after years in the same industry. I have rent to pay, and I'm unsure whether to retrain or keep looking for similar work. I am considering my vote in the 2026 New Zealand general election. What are parties offering people who lose their job: employment support, retraining, or measures to create new jobs?

I'm sorry you're dealing with redundancy after spending years in one industry. When rent still needs to be paid, the decision isn't simply whether to retrain or find another job — it's how to get income coming in soon while protecting your longer-term prospects.

For New Zealand's 2026 general election on Saturday 7 November, parties are offering different approaches to employment: some emphasise getting people into existing jobs and encouraging business growth, while others propose publicly funded jobs, more training support or stronger protections for workers. The main parties vying to form New Zealand's next governmentPolicies for Party vote - NZ Election 2026

The distinction most relevant to you is between policies that help you find work now, policies that make retraining affordable, and policies intended to create new jobs. Here's what the main parties have announced as of 19 October 2026.

1. What the main parties are offering

Labour — jobs through public investment and apprenticeships

Official policies: Labour's 2026 policy list

Labour's Start Work Now programme would bring forward construction and repair projects, including social housing, school improvements and hospital repairs, to generate jobs for builders, tradespeople and local businesses.

Other commitments include:

  • Expanding Apprenticeship Boost to support more people learning on the job.
  • Providing nearly 30,000 apprentices with a $1,000 grant for tools and equipment.
  • Investing $21 million annually in Māori-led training for skilled employment.
  • Guaranteeing eligible New Zealand-trained graduate nurses a job in the health system from 2027.

What this could mean for you: If your skills could transfer into construction, infrastructure, maintenance or another supported trade, these proposals may be relevant. The job guarantee is specific to eligible graduate nurses, not redundant workers generally. Start Work NowLabour's 2026 Election Policies

National — employment-focused welfare and business-led growth

Official policies: National's 2026 policy list

National's approach emphasises helping people move from benefits into work, maintaining work-readiness expectations and growing the economy through business activity and investment.

Its October 2026 welfare announcement proposes:

  • Continuing an employment-focused welfare system, with support and training for jobseekers.
  • Introducing random drug testing from 2027 as part of work-readiness measures.
  • Maintaining expectations and consequences within the benefit system.

National also promotes business growth, exports and reducing barriers to commercial construction as ways to support economic activity and employment.

What this could mean for you: Look at how its approach to job-search obligations and welfare support would affect you while you look for comparable work or retrain. Its current election announcements do not set out a general job guarantee for people made redundant. Firm, fair, affordable welfare2026 Election Policy

Green Party — more publicly supported jobs and help with training costs

Official policies: Greens' Good Jobs for All of Us

The Greens propose public investment in clean energy, public transport, science, innovation and public services, with their policy package estimating substantial employment growth.

Their specific training and employment proposals include:

  • Abolishing the training wage so apprentices and trainees are paid properly.
  • A $2,000 apprentice equipment grant.
  • An additional $30 million annually for Māori- and Pasifika-led training and support.
  • A $2,000 completion bonus for employers who support apprentices through their qualifications.
  • A weekly $380 payment for students undertaking specified practical placements in areas such as nursing, teaching and social work.

The Greens also propose a jobs pathway for 16- to 24-year-olds who have been unemployed for six months. That programme is age-specific, rather than a universal guarantee for all redundant workers.

What this could mean for you: If retraining means taking a lower-paid apprenticeship or studying for a role in an essential service, the Greens' proposals address the cost of training directly. The placement payment is not a general income replacement for everyone studying. Good Jobs For All of UsGreen Party to abolish training wage and provide more support for apprentices

ACT — making it easier for businesses to hire

Official policies: ACT New Zealand

ACT focuses on business-led employment, reducing regulatory costs and making hiring more flexible. Its announced small-business package includes a proposed three-year freeze on the adult minimum wage and a training wage of 60% of the adult minimum wage for eligible workers under 20 during their first 12 months with an employer.

Its welfare proposals would also make electronic money management mandatory for work-ready Jobseeker Support recipients receiving the benefit for more than four months, directing payments towards essential spending.

What this could mean for you: The emphasis is on encouraging employers to hire and on work-search expectations, rather than a broad public programme guaranteeing employment or paying adults to retrain. ACT New ZealandACT New Zealand

New Zealand First — vocational pathways and youth training

Official policies: New Zealand First's employment-related commitments

New Zealand First has highlighted funding for:

  • Doubling Trades Academy places, providing free trades training for secondary-school students.
  • An additional 1,000 Youth Guarantee places, aimed at young people with low or no qualifications.
  • Infrastructure investment, including funding for KiwiRail's planned networks.

What this could mean for you: These commitments support vocational pathways and economic activity, but the announced training places are aimed primarily at young people, not established workers who have been made redundant. Budget 2026: Common sense wins for NZ FirstThe main parties vying to form New Zealand's next government

Te Pāti Māori — Māori-led approaches and economic development

Official policies: Te Pāti Māori policy

Te Pāti Māori's wider programme emphasises Māori-led education and economic development, alongside secure housing and community wellbeing. Its policy programme includes Māori energy workforce and industry development.

What this could mean for you: If you're considering moving into a growing industry, its economic development proposals are worth examining. However, I couldn't verify a general redundancy-retraining entitlement or job guarantee for all unemployed adults in the published policies reviewed. PolicyTe Pāti Māori - Party for Party vote - NZ Election 2026

2. Compare the policies against your immediate needs

What matters to you Relevant proposals to examine
Finding work quickly Labour's construction and repair programme; National's employment services and work-readiness approach; ACT's business-led hiring approach
Retraining without taking a big financial hit Labour's apprenticeship support and tools grant; Greens' apprenticeship grants and paid placements
Moving into a different industry Labour's trades training and infrastructure plans; Greens' clean-energy, infrastructure and workforce investment
Getting help while unemployed Compare each party's welfare rules, job-search obligations and benefit settings, not just its job-creation announcements
More secure, fairly paid training Greens' proposal to abolish the training wage; compare it with ACT's proposed lower training wage for eligible younger workers

These are announced policies, not guarantees that a particular vacancy, course or payment will be available to you. The published details also differ in eligibility, funding and timing. Start Work NowGood Jobs For All of UsFirm, fair, affordable welfareACT New Zealand

For a broader, side-by-side view, use Policy.nz's 2026 incomes and employment guide. It allows you to explore benefits, employment, wages and income support across parties. Policies for Party vote - NZ Election 2026

3. What to check before deciding whether to retrain

Your immediate financial position matters just as much as the election promises. While considering your vote, you can also check your current entitlements and options.

  • Income support: Check Work and Income for Jobseeker Support eligibility and help with housing costs. Redundancy does not automatically mean you qualify for every payment, and eligibility depends on your circumstances.
  • Your existing industry: Check whether your skills transfer to employers in related industries before paying for a new qualification.
  • Training support: Ask about funded courses, apprenticeships and whether the training leads to actual vacancies. Compare the likely pay and study costs with your immediate rent obligations.
  • Redundancy entitlements: Review your employment agreement, final pay, notice period and any redundancy compensation due.

4. Three questions worth asking each party

When reading the manifestos or contacting candidates, ask:

  1. How will you help an experienced worker who has lost their job this month pay rent while searching for work?
  2. Will you fund retraining for established workers, and will that include living costs or only course fees?
  3. What specific jobs will your policies create, in which industries, and how soon could people apply for them?

These questions distinguish immediate support from longer-term economic plans.

The election is on 7 November 2026, with advance voting starting on 26 October. You can check enrolment and voting details at Vote NZ. Policies for Party vote - NZ Election 2026

One final thought: you don't necessarily have to choose between retraining and seeking similar work. You could continue applying for roles that use your existing experience while investigating one or two realistic training pathways, without committing to expensive study until you understand the job prospects and financial support.

The most useful next step depends on one thing: what industry have you worked in, and roughly how many years of experience do you have? I can then compare the parties' relevant job-creation and retraining proposals with the kinds of roles and training pathways that may be realistic for you in New Zealand.

Ask anything

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Gemini · No location

I've recently been made redundant after years in the same industry. I have rent to pay, and I'm unsure whether to retrain or keep looking for similar work. I am considering my vote in the 2026 New Zealand general election. What are parties offering people who lose their job: employment support, retraining, or measures to create new jobs?

Navigating a redundancy after years in the same industry is a stressful experience, especially when facing immediate pressures like rent. Ahead of the 2026 New Zealand general election, political parties have differing approaches to handling job losses, retraining, and economic stimulation.

The major parties approach the dilemma of supporting displaced workers through distinct economic frameworks:

1. Employment Support and Cost-of-Living Relief

If you are weighing whether to look for immediate work or need a buffer for rent while you search, parties emphasize different forms of financial and job-matching support:

  • Labour: Features initiatives like their "Start Work Now" plan, aimed at creating immediate work through infrastructure projects (building homes, fixing schools, and repairing hospitals). They also emphasize targeted programs such as backing workers into skilled trades with localized and Māori-led training, alongside cost-of-living measures like public transport fare caps and three free GP visits a year to reduce household overheads.
  • New Zealand First: Focuses heavily on household incomes and financial security for workers, proposing boosts to Working for Families and inflation-proof minimum wage adjustments to protect purchasing power for those transitioning through employment changes.
  • National and ACT: Generally focus on broader economic management, business tax incentives, and reducing compliance costs to spur private sector hiring. ACT, for instance, has proposed measures like freezing the minimum wage for three years and introducing lower training wages to encourage businesses to take on and train new or younger staff.

2. Retraining and Upskilling

If your industry is contracting and you are leaning toward retraining, parties target skill development differently:

  • Labour & The Green Party: Place a heavy emphasis on government-backed training schemes and transition support. The Greens, for instance, champion broader job guarantee programs tied to public works and ecosystem regeneration, while Labour emphasizes sector-specific upskilling (such as in health and trades) and regional training partnerships.
  • National / ACT: Typically favour targeted industry training connected directly to employer demand rather than broad-based public training programs, emphasizing private-sector adaptability and reducing barriers for businesses to invest in staff technology and software skills.

3. Measures to Create New Jobs

To address overall job creation, the parties diverge on their economic levers:

  • Centre-Left (Labour, Greens, Te Pāti Māori): Tend to look toward publicly led job creation, infrastructure investment, green energy transitions, and government-backed procurement to generate employment opportunities directly.
  • Centre-Right (National, ACT, NZ First): Favour private-sector-led growth, arguing that cutting red tape, easing tax burdens on business investment, and freezing or moderating minimum wage increases encourage companies to expand and take on new staff with fewer risks.

Suggested Next Steps

Given your immediate need to manage rent and decide on retraining versus job hunting, you might look into current Ministry of Social Development (MSD) or Work and Income (MSD/WINZ) transition support, which offers designated training incentive allowances or redundancy support grants depending on your eligibility.

To help narrow down which policies or support systems fit your situation best: Are you more inclined to look for a similar role in your current industry right away, or are you hoping to transition into a completely new sector through study or retraining?

Ask Gemini

Gemini is AI and can make mistakes.

Captured 19 October 2026 · shown as Gemini gave it, not a verified account

Google AI Mode · No location

I've recently been made redundant after years in the same industry. I have rent to pay, and I'm unsure whether to retrain or keep looking for similar work. I am considering my vote in the 2026 New Zealand general election. What are parties offering people who lose their job: employment support, retraining, or measures to create new jobs?

Navigating a redundancy amid rising unemployment (hitting multi-year highs around 5.6%) is a stressful crossroads, especially with rent and day-to-day costs on the line. As the 2026 General Election approaches on November 7, 2026, political parties are presenting contrasting philosophies on how to handle job losses, retraining, and economic stimulation.

The broad approaches offered across the political spectrum outline distinct paths for jobseekers and those considering a pivot:

1. Employment Support & Income Security

  • Labour & Progressive Parties: Focus heavily on bolstering support systems for displaced workers, strengthening standard safety nets, restoring tripartite pay equity frameworks, and easing immediate cost-of-living pressures. Their economic approach leans toward direct interventions and backing public services or targeted support for local small-to-medium enterprises.

  • National & Right-Leaning Parties (ACT, NZ First): Emphasise economic management through business confidence, tax adjustments, and regulatory streamlining. Some proposals target making it easier and more flexible for businesses to operate and adjust workforces (such as changes to employment law and trial periods), arguing that lowering costs for businesses is the fastest way to stabilize hiring, while others propose tightening specific welfare or benefit certifications.

2. Retraining & Education

  • Skills and Transitions: Parties across the spectrum view workforce capability as central to economic recovery, though they disagree on funding mechanisms. Centre-to-left parties generally advocate for state-backed vocational training incentives, targeted industry transitions, and subsidized learning pathways. Centre-to-right alternatives prefer industry-led training models and targeted institutional efficiencies rather than broad public spending increases.

  • Note on specific age groups: For instance, the Green Party has campaigned on targeted job and training pathway guarantees specifically aimed at younger demographics (ages 16–24), alongside broader ecosystem and infrastructure regeneration schemes.

3. Measures to Create New Jobs

  • Business Growth & Innovation: Labour's 2026 economic platform includes expanding asset write-offs for small businesses under $10

M

revenue, fast-tracking invoice payments for small suppliers (within 15 days), and channeling venture capital into domestic startups to stimulate local hiring.

  • Infrastructure & Sector Stimulus: Parties like the Greens propose direct job creation via government-backed environmental and conservation programmes (modeled after past schemes like Jobs for Nature). National and ACT focus their job-creation narrative on reducing red tape, encouraging private enterprise investment, and boosting broader market productivity to organically generate private-sector roles.

You can compare side-by-side stances on Policy.nz to see how individual candidates and parties break down specific income, employment, and education initiatives.

To help narrow down which party's approach aligns best with your situation, would you like to share:

  • The specific industry you were made redundant from?
  • Whether you are leaning more toward immediate re-employment or long-term retraining?

I can help outline the practical pros and cons of each path or point you toward current support agencies.

Ask anything

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AI Overviews · No location

I've recently been made redundant after years in the same industry. I have rent to pay, and I'm unsure whether to retrain or keep looking for similar work. I am considering my vote in the 2026 New Zealand general election. What are parties offering people who lose their job: employment support, retraining, or measures to create new jobs?

AI Overview

Facing redundancy is an incredibly stressful experience, especially when navigating immediate living costs like rent while weighing up whether to retrain or jump back into a shifting job market.

With New Zealand's unemployment rate sitting at an 11-year high of 5.6% heading into the 7 November 2026 General Election , employment support, retraining, and job creation have become critical battlegrounds for political parties.

Labour Party

Labour's platform leans heavily toward targeted employment guarantees, subsidised training, and cost-of-living relief to cushion the blow of job losses:

  • Employment & Training Support: Labour is promising to expand the Apprenticeship Boost scheme to help more people transition into trades and support young workers. They are also backing Māori-led training initiatives to help get workers into skilled roles.
  • Job Creation: Through their "Start Work Now" plan, Labour intends to directly create jobs by investing in building homes, fixing local schools, and repairing hospitals. They are also offering specific job guarantees for targeted sectors, such as a job guarantee for every eligible graduate nurse.
  • Immediate Financial Relief: To ease rent and living pressures while you look for work, Labour is offering an array of cost-of-living policies funded by a 28% capital gains tax on investment properties. These include a $20 weekly public transport fare cap in major cities ($10 elsewhere) and three free doctor visits a year via a new "Medic card" system.

National Party & ACT (Current Coalition Approach)

The current centre-right coalition approach focuses on cutting business compliance costs, boosting private sector flexibility, and scaling back public sector roles to drive economic growth and job creation:

  • Job Creation & Business Focus: National's campaign features a 47-point economic and business plan designed to stimulate the private sector so businesses have the confidence to hire. ACT argues that real wage growth and job security come from business productivity, not government mandates.
  • Employment Legislation: The coalition passed the Employment Relations Amendment Act 2026, which reduced regulatory burdens on businesses by restructuring personal grievance processes and limiting unjustified dismissal claims for high-income earners. ACT is also campaigning on a "golden handshake" rule to make it easier for employers to terminate employment relationships, alongside a freeze on the adult minimum wage.
  • Welfare Adjustments: If you are seeking immediate benefit support, note that ACT and NZ First have actively pushed to tighten medical certification for health-related benefits and increase accountability within the welfare system.

Green Party

The Greens focus on worker-led economic transitions, robust social safety nets, and large-scale public job creation:

  • Job Creation: The Green Party has campaigned on a major $6 billion economic plan aimed at creating 284,000 green jobs across climate resilience, infrastructure, and environmental restoration.
  • Retraining & Wages: The Greens are heavily focused on removing barriers to trades training. They have proposed abolishing the training wage (which allows apprentices to be paid 80% of the minimum wage), ensuring everyone in training receives at least the full adult minimum wage to prevent financial hardship during retraining.

Immediate Steps for Rent and Support

While you consider your vote, you do not have to wait for the election outcome to access support. You can reach out directly to Work and Income (MSD) for active redundancy support via MSD Redundancy Support. They can provide:

  • Redeployment Services: Tailored CV updates, interview preparation, and direct links to employers hiring in your area.
  • Financial Assistance: Check if you qualify for immediate rental assistance through the Accommodation Supplement or emergency funding like Temporary Additional Support to help bridge the gap while you make your decision.

To help narrow down what options fit your situation best, would you like to explore how the different benefit criteria compare across parties, or look into free retraining courses currently funded under existing government schemes?

Ask anything

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