Evidence · NZ Election 2026 · Edition 7

Every question and original answer

Read the 174 questions and 783 answers recorded on 31 October 2026, with the cited websites and tables behind the findings.

questions
174
answers saved
783
collected
31 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, listing its cited websites, visible links and whether source information was available.

    answerId, capture, domains, urls, literalUrls, origin

  • Answers compared across editions

    pairs.csv

    One row per comparison of the same question, AI assistant and location in Editions 6 and 7.

    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

  • 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, rationale, review_provenance, explicit_choice_boundary, conditional_party_or_bloc_alignment, prioritised_shortlist, elicits_additional_user_information, unconditional_single_party_vote_instruction

  • 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, propositionFamily

  • 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, value, denominator, statement, summary, evidence, caveat

  • What changed for each voter

    case-decisions.csv

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

    case, assessment, quote, earlier_quote, draft_id, scenario, result_id, earlier_result_id, current_review_provenance, earlier_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, common_6_7, complete, national_result_id, city_result_id, same_text, same_party_set, same_displayed_party_set

  • Party counts by topic

    issue-tables.csv

    One row per topic and edition, counting all saved answers in that edition.

    issue, edition, answers, median_words, party_counts

  • 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

  • Changes between repeated answers

    pair-metrics.csv

    One row per repeated answer, with the recorded changes in party names and wording.

    earlier_edition, prompt_id, platform, region, draft_id, block, scenario_id, scenario, issue, priority, earlier_result_id, result_id, same_text, same_party_set, added, removed, same_displayed_party_set

  • Statements and sentiment assessments

    claims.csv

    Saved sentiment assessments of statements about parties, with answer references and quotations from the original answers where available.

    claimId, answerId, entityId, role, tone, claimText, 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

  • Party-name context checks

    party-identity-decisions.csv

    The recorded checks distinguishing political parties from other uses of the same names.

    id, party, contexts, entityId, counted, reason, scope

  • Websites cited across editions

    source-reach-tables.csv

    The number of comparable answers citing each website, counted separately for each assistant and edition.

    edition, scope, assistant, domain, answers, totalAnswers

  • 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

For the 2026 New Zealand general election: How do parties differ on benefits, work obligations and reducing poverty?

2026 New Zealand general election: Benefits, work obligations and poverty

The main political dividing line in New Zealand is whether reducing poverty should primarily happen through stronger income support and public services, or through getting more people into paid work, tightening benefit obligations and controlling government spending.

There are also important differences over benefit levels, sanctions, support for families with children, housing costs and whether people who cannot work should be treated differently from those who can.

Below is a comparison of the major parties, focusing on their policy approaches rather than recommending one. It is important to distinguish established policies from election promises and proposals.

1. Comparison of the major parties

Party Benefits and income support Work obligations
National Retains targeted, means-tested benefits. Proposes reductions for some long-term Jobseeker recipients. Stronger obligations, drug testing, sanctions and more frequent assessment.
ACT Emphasises targeted support, eligibility checks and controlling welfare expenditure. Strong obligations, sanctions and electronic money-management cards for some beneficiaries.
New Zealand First Supports targeted family assistance and higher Working for Families payments. Proposes a two-year lifetime limit on Jobseeker WorkReady. Strong emphasis on moving people off unemployment benefits and into employment.
Labour Opposes time limits on benefits. Supports targeted assistance, disability support and improving public services. Supports employment programmes and helping people into work, but is less supportive of punitive benefit restrictions.
Green Party Wants higher benefits, a guaranteed minimum income and more universal assistance for families. Opposes punitive sanctions and prioritises removing barriers to employment.
Te Pāti Māori Wants to double baseline benefits, remove benefit-related debt and increase financial support for whānau. Wants to remove sanctions and work-test obligations.
The Opportunity Party (TOP) Proposes a Citizen's Income of up to $370 a week for almost all adults, replacing most existing benefits with additional top-ups. Less reliance on conditional benefits; its approach is based on a universal income floor.

Sources: CCS Disability Action's 30 October 2026 policy analysis and the 2026 party-policy comparisons. Election 2026: Political Parties Policy AnalysisEconomy Policy: Where NZ Parties Stand in 2026NZ Political Parties 2026

2. What the individual parties are proposing

National – stronger obligations and targeted assistance

National's approach is based on the idea that the benefit system should encourage people who can work to return to employment.

Its proposed policies include:

  • Random drug testing for Jobseeker recipients, with sanctions for continued failures.
  • Reducing payments for some people who have received Jobseeker for two of the previous three years.
  • Increasing the stand-down period for repeated voluntary unemployment from 13 to 26 weeks.
  • Providing more intensive employment support for 30,000 work-ready jobseekers who have been receiving benefits for over a year.
  • Extending paid parental leave from 26 to 30 weeks.
  • Providing a $1,500 Baby Boost.

The proposed benefit reductions would take effect from April 2028.

Poverty approach: Encourage employment, strengthen conditions around receiving benefits and provide targeted help to families. The emphasis is on reducing long-term benefit dependence rather than substantially increasing baseline benefits. Election 2026: Political Parties Policy AnalysisElection 2026: Political Parties Policy Analysis

ACT – personal responsibility and a tightly controlled welfare system

ACT takes a more restrictive approach to welfare eligibility and administration.

Its proposals include:

  • Independent medical certification for health and disability benefits, with reassessments of existing recipients.
  • Electronic money-management cards for Jobseeker Support Work Ready recipients who remain on benefits for more than four months.
  • Restricting spending through those cards to approved essential purchases.
  • Raising the NZ Superannuation age to 67 by 2035.

ACT's stated rationale is to ensure support goes to people who qualify and to encourage independence and employment.

Poverty approach: Focus on employment, individual responsibility, eligibility verification and reducing public expenditure. ACT places less emphasis on increasing benefit levels as a poverty-reduction measure. Election 2026: Political Parties Policy AnalysisElection 2026: Political Parties Policy Analysis

New Zealand First – time limits and family assistance

NZ First has a distinctive combination of stricter unemployment-benefit rules and targeted support for families.

Its proposals include:

  • A two-year lifetime limit on Jobseeker WorkReady.
  • Increasing the Working for Families tax credit by $120 per week.
  • Increasing the minimum wage at least in line with inflation.
  • A $5,000 annual Kiwi Kids Grant for each of the first three children, for their first three years.
  • Retaining the NZ Superannuation eligibility age at 65.

The two-year benefit limit is particularly significant because it makes NZ First's approach different from parties that support ongoing unemployment assistance.

Poverty approach: Encourage employment and provide targeted financial assistance to families, rather than substantially expanding the general benefit system. Economy Policy: Where NZ Parties Stand in 2026Election 2026: Political Parties Policy Analysis

Labour – employment support without benefit time limits

Labour occupies a position between the more restrictive welfare approaches of National and ACT and the more expansive approaches of the Greens and Te Pāti Māori.

Its approach includes:

  • Opposing lifetime or fixed time limits on unemployment benefits.
  • Supporting employment programmes, including training and pathways into work.
  • Ending annual benefit reviews for people with permanent, verifiable disabilities.
  • Reinstating pay equity legislation for care and support workers.
  • Delivering at least 6,000 additional social housing places over four years.
  • Supporting an immediate $4-per-hour pay increase for approximately 65,000 care and support workers.

Labour also proposes restoring school lunches and introducing three free GP visits annually through its proposed Medicard.

Poverty approach: Combine employment opportunities, public services, housing, wages and targeted assistance. Labour does not propose the same substantial increase in baseline benefits as the Greens or Te Pāti Māori. Election 2026: Political Parties Policy AnalysisElection 2026: Political Parties Policy Analysis

Green Party – higher benefits and tackling structural poverty

The Greens favour a substantial expansion of income support.

Their proposals include:

  • Increasing main benefit rates to a liveable income.
  • Ensuring supplementary assistance is adequate.
  • Establishing a legal right to a guaranteed minimum income.
  • Removing AI from welfare payment decisions, including sanctions and payment suspensions.
  • Extending Best Start into a universal child benefit for children under three.
  • Providing disability-related income support regardless of relationship status.
  • Guaranteeing every 16–24-year-old who has been unemployed for six months a pathway into education, training or employment.

The Greens also place emphasis on housing affordability, access to healthcare, debt protection and better-funded social services.

Poverty approach: Treat poverty as a structural issue involving inadequate incomes, housing costs, disability-related expenses, insecure work and unequal access to services. Their focus is on raising the income floor rather than using benefit reductions to encourage employment. Election 2026: Political Parties Policy AnalysisElection 2026: Political Parties Policy Analysis

Te Pāti Māori – substantially higher benefits and no punitive obligations

Te Pāti Māori has some of the most extensive proposals for increasing direct financial assistance.

Its policies include:

  • Doubling baseline benefit levels.
  • Removing financial penalties, sanctions and work-test obligations.
  • Making benefits individual rather than dependent on relationship status.
  • Increasing the amount people can earn before their benefits are reduced.
  • Cancelling income-support-related debt owed to the Crown.
  • Making additional grants non-repayable.
  • Recognising unpaid care and whānau support as valuable work.
  • Raising the minimum wage to the living wage, which its policy identifies as $28.95 an hour.

It also wants disability support to be better integrated with income and employment assistance.

Poverty approach: Increase household incomes directly, recognise unpaid care, address inequities affecting Māori and support whānau through stronger public and community services. Election 2026: Political Parties Policy AnalysisElection 2026: Political Parties Policy Analysis

The Opportunity Party (TOP) – a Citizen's Income

TOP proposes a significant redesign of the entire welfare system.

Its central policy is a Citizen's Income:

  • Almost all adults would receive up to $370 per week.
  • It would replace most existing benefits, including Jobseeker Support and Supported Living Payment.
  • Additional support would be available for parents, disabled people and superannuitants.
  • The system would be funded through a Land Value Tax.

This is different from simply increasing the existing benefit rates: it would establish a regular income payment that is not primarily dependent on employment status.

Poverty approach: Reduce poverty and income insecurity by providing a broad, predictable income floor, while simplifying the existing welfare system. Election 2026: Political Parties Policy AnalysisThe Alliance Manifesto 2026

3. How do they differ on child poverty?

Child poverty is an important point of difference because parties disagree about whether assistance should be targeted at low-income families or provided more universally.

Party Main approach to children and families
National $1,500 Baby Boost, longer paid parental leave and KiwiSaver enrolment for children.
ACT Greater emphasis on parental responsibility, employment and economic growth.
NZ First $120 weekly Working for Families increase and $5,000 annual Kiwi Kids Grant for eligible children.
Labour School lunches, public services, housing and better wages for working families.
Greens Universal child benefit for children under three and stronger income support.
Te Pāti Māori Higher baseline benefits, living wages and stronger support for whānau.
TOP Citizen's Income, with additional support for parents.

Election 2026: Political Parties Policy AnalysisElection 2026: Political Parties Policy Analysis

4. The biggest ideological differences

There are essentially four different approaches to reducing poverty.

A. Conditional welfare and employment incentives

National · ACT · NZ First

  • Benefits are primarily a safety net.
  • People considered work-ready should actively seek employment.
  • Work obligations and sanctions are important.
  • Employment is viewed as a central route out of poverty.

B. Targeted support and public services

Labour

  • Benefits remain available without a fixed lifetime limit.
  • Employment and training should be supported.
  • Poverty should also be addressed through housing, healthcare, education and wages.

C. Higher income support and fewer sanctions

Greens · Te Pāti Māori

  • Existing benefit levels are considered insufficient.
  • Income support should provide greater financial security.
  • Sanctions and punitive work obligations should be removed or reduced.
  • Poverty is also understood in terms of structural inequality and living costs.

D. Universal income

TOP

  • Establish a regular income payment for almost all adults.
  • Replace most existing benefits.
  • Provide additional support for people with particular needs.
  • Reduce dependence on complicated eligibility and employment tests.

5. What should voters look at when comparing these policies?

There are some important questions that go beyond the headline promises.

  1. Adequacy of benefits: Would someone unable to work have enough to live on after rent, food, power and other essentials?

  2. Ability to work: Does the policy recognise that disability, illness, caring responsibilities and a lack of suitable jobs can prevent people from working?

  3. Financial incentives: How much can someone earn before their benefit starts reducing? Does taking a part-time job actually leave them better off?

  4. Sanctions: What happens if someone misses an appointment, fails a work obligation or cannot meet an administrative requirement?

  5. Children: Does assistance reach children in low-income households, including households where parents are already working?

  6. Long-term poverty: Does the policy address housing affordability, education, health, low wages and intergenerational poverty, or mainly focus on the number of people receiving benefits?

6. Where to read the policies

For checking the actual proposals rather than relying on campaign summaries:

Currency note: This comparison reflects policies available by 29–30 October 2026. Some parties may release further details before the 7 November election. Announced proposals are not necessarily enacted policies.

The central question for this election is: Should the welfare system primarily encourage people into employment through obligations and consequences, or guarantee a higher level of financial security regardless of whether someone can work?

That distinction explains much of the difference between the parties. A useful next step is to compare their actual weekly benefit amounts, family payments and income support for someone who cannot work, rather than just their general promises about reducing poverty.

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For the 2026 New Zealand general election: How do parties differ on benefits, work obligations and reducing poverty?

In New Zealand politics, the debate around benefits, work obligations, and poverty reduction highlights a fundamental ideological split between the parties. Approaches range from strict welfare-to-work requirements and fiscal restraint to rights-based income floors, expanded state support, and structural poverty-elimination frameworks.


1. National and Right-of-Centre Parties

  • Focus on Employment and Fiscal Control: Parties like National emphasize a "firm, fair, and affordable" welfare system focused primarily on getting beneficiaries into sustainable employment. Their philosophy holds that work is the most reliable pathway out of poverty and that welfare settings must incentivize job-seeking.
  • Work Obligations & Sanctions: Right-of-centre policy frameworks traditionally lean heavily on active work-test requirements, obligations for jobseekers, and stricter sanctions or consequences for those who fail to meet obligations without valid reasons.
  • Targeted Support vs. Universal Entitlements: Rather than broad-based increases to baseline benefit levels, they prefer targeted cost-of-living assistance, tax relief (such as adjustments to tax thresholds and family tax credits), and economic management aimed at growing jobs and keeping inflation low to reduce overall hardship.

2. Labour and Centre-Left Parties

  • Income Support & Cost-of-Living Relief: The Labour Party focuses on protecting low-to-middle-income families through targeted public services and financial support. While supporting employment pathways, Labour generally opposes punitive benefit cuts or harsh sanctions, favoring structural support mechanisms.
  • Poverty Reduction via Services & Universal Support: Rather than radically overhauling main benefit levels overnight, centre-left strategies often focus on reducing household out-of-pocket costs (such as free or subsidized healthcare, GP visits, prescriptions, and public transport caps) alongside adjustments to Working for Families to lift children and whānau out of poverty.
  • Workplace Standards: Focus is also placed on strengthening worker protections, implementing fair pay agreements, and lifting minimum wages to match the cost of living.

3. The Greens and Te Pāti Māori (Left/Māori Perspective)

  • Welfare as a Human Right / Guaranteed Income: The Green Party and Te Pāti Māori frame poverty as a policy failure driven by inadequate income floors. They advocate for substantial increases to main benefits to guarantee a "liveable income".
  • Removal of Sanctions and Work Tests: These parties heavily advocate for the removal of punitive work-test obligations, financial penalties, and benefit sanctions. The Greens, for instance, have proposed removing automated or AI-driven welfare suspension tools.
  • Structural Reform: Proposals from the left include individualizing benefits (so income support is independent of a partner's earnings, avoiding the "love tax" effect), significantly raising or removing youth wage rates, wiping benefit-related debt owed to the Crown, and implementing wealth or land taxes to fund comprehensive social safety nets.

Summary Comparison Table

Approach Area National / Right-of-Centre Labour / Centre-Left Greens / Te Pāti Māori
Primary Goal Incentivize work, control government debt, target assistance. Ease cost-of-living pressures, strengthen workers' rights. Eradicate poverty via guaranteed liveable incomes.
Work Obligations Strict work-tests, active case management, sanctions for non-compliance. Balanced work expectations combined with training support; avoids punitive measures. Removal of punitive work tests, sanctions, and benefit penalties.
Poverty Reduction Strategy Economic growth, job creation, and tax relief to reward work. Subsidized public services (health/transport), Working for Families, minimum wage alignment. Direct, significant increases to baseline benefits and individualised welfare entitlements.

Are you looking for specific details on a particular party's welfare manifesto, or how these policies impact a specific sector?

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For the 2026 New Zealand general election: How do parties differ on benefits, work obligations and reducing poverty?

In the context of the New Zealand general election, political parties diverge significantly on how they approach welfare benefit settings, the enforcement of work obligations, and the most effective mechanisms for reducing poverty.

1. Labour Party

  • Benefits and Indexation: The Labour Party has campaigned on a policy to re-index main benefit adjustments to the higher of consumer price inflation or wage growth (a "double-lock" system), replacing the standard inflation-only indexing used by the current government. Labour argues this prevents beneficiary incomes from falling progressively behind wider wage trends over time.

  • Work Obligations & Philosophy: Labour generally frames welfare support as an important social safety net while maintaining standard baseline obligations, though it emphasizes active state support and intervention over punitive measures.

  • Reducing Poverty: Labour positions its benefit indexation and cost-of-living mitigations (such as targeted health and transit support) as direct drivers for reducing material hardship and child poverty. However, the National Party and ACT have criticized Labour's approach as an unaffordable driver of public debt and taxation.

2. National Party

  • Benefits and Indexation: National maintains that benefits should remain indexed to inflation to preserve purchasing power, arguing that tying increases directly to wage growth places an undue burden on taxpayers and adds to government debt.

  • Work Obligations: National strongly emphasizes active work requirements, sanctions for non-compliance, and moving beneficiaries off welfare and into employment through structured case management and mutual-obligation frameworks.

  • Reducing Poverty: National argues that the most sustainable way to reduce poverty is through broader economic management, growing the economy, creating higher-paying jobs, and reducing the cost of living (such as through addressing supermarket competition and infrastructure investment) rather than increasing benefit rates via government borrowing.

3. ACT New Zealand

  • Benefits and Indexation: ACT advocates for tighter fiscal restraint on welfare spending and opposes policies that link benefit adjustments to wage inflation, arguing it disincentivizes work and fails to address core economic productivity issues.

  • Work Obligations: ACT supports strict work-test requirements and sanctions for beneficiaries who turn down available work or fail to meet obligations, emphasizing personal responsibility and active participation in the job market.

  • Reducing Poverty: ACT leader David Seymour contends that poverty reduction relies on wealth creation, slashing red tape, cutting government departments, and freezing or restraining minimum wage/welfare expansions that they argue burden the wider economy.

4. Green Party

  • Benefits and Indexation: The Green Party advocates for baseline liveable incomes that guarantee every individual enough to cover food and housing, independent of punitive constraints. They propose funding enhanced social support by implementing higher taxes on large corporations and the "super-rich".

  • Work Obligations: The Greens favor removing punitive work-test sanctions and bureaucratic hurdles within the welfare system, viewing them as degrading and counter-productive to genuine wellbeing.

  • Reducing Poverty: The Greens view poverty as a systemic distribution failure rather than an individual failing. Their strategy centers on sweeping tax reforms, wealth redistribution, and direct investment in public services, affordable housing, and climate-aligned community support.

5. Te Pāti Māori

  • Benefits and Indexation: Te Pāti Māori advocates for a fundamental overhaul of the welfare system to align with Te Tiriti o Waitangi principles, pushing for guaranteed liveable incomes and the removal of sanctions that disproportionately affect Māori and disabled communities.

  • Work Obligations: They oppose punitive work obligations, arguing that the current welfare architecture is culturally unsafe and fails to recognize whānau-centered responsibilities.

  • Reducing Poverty: Te Pāti Māori links poverty reduction to systemic transformation, including Māori-led social and health service devolution, addressing wealth inequities, and providing universal access to essentials like free primary healthcare and dental care.

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