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 have a school-age child who needs additional learning support. Getting suitable help at school is my main concern, and I sometimes reduce paid work to care for them. I am considering my vote in the 2026 New Zealand general election. What support do parties propose for parents who cut back paid work to care for a child?

New Zealand 2026 election: support for parents who reduce paid work to care for a child

For your situation, I would compare parties on two separate questions:

  • Financial support for you as a parent carer: whether you could receive more income, a carer payment, respite care, or greater flexibility to work without losing support.
  • Learning support at school: whether your child can get the specialist teaching, teacher-aide time, assessments and other help they need, so that caring responsibilities don't fall so heavily on you.

These are related, but they are not the same policy issue. A party might propose more funding for schools without offering extra financial support to parents who cut back their hours.

The 2026 general election is scheduled for Saturday 7 November 2026, so the focus below is on current election proposals rather than simply what parties did in previous governments. The main parties vying to form New Zealand's next governmentDisability Policies of NZ Political Parties

1. Which parties have the clearest proposals for parent carers?

The most directly relevant published proposal I found is from the Opportunity Party (TOP). The Greens also have a broader platform on income support and inclusive education. National and Labour have relevant disability-support commitments, but their current proposals are less directly focused on compensating parents who reduce paid work.

Registration of party logo for The Opportunities Party (TOP)  | Elections

1. The Opportunity Party (TOP)

Most direct carer-specific proposal found

TOP's October 2026 disability statement explicitly recognises that families provide substantial unpaid care and should not have to fill gaps in the disability system.

Its proposals include:

  • Exploring a Citizens' Income and Disability Allowance to improve financial security for unpaid carers.
  • Changing benefit rules so paid work does not unfairly reduce support.
  • More flexibility to balance employment and caring.
  • Better respite care so carers can take a break.

These are stated as things TOP will seek to develop; the statement does not give a specific payment amount or guarantee a particular entitlement. Opportunity Disability Position Statement - October 2026Disability Policies of NZ Political Parties

Source: TOP's October 2026 disability statement

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

2. Green Party of Aotearoa New Zealand

The Greens' broader disability platform supports:

  • Higher income support and movement towards a Guaranteed Minimum Income.
  • Reforming or removing partnered means testing, so financial support is less affected by a partner's income.
  • More individualised disability funding and greater choice over supports.
  • Fully funded inclusive education and expanded learning support, including the Ongoing Resourcing Scheme (ORS).

This is relevant if reduced work has put pressure on your household budget. However, I could not verify a specific new payment exclusively for parents who cut back work to support a school-age child. Disability Policies of NZ Political Parties

Source: Green Party official website

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

3. New Zealand National Party

National's approach is more about maintaining and improving the disability support system than promising a new income for parent carers.

Relevant actions include:

  • A government action plan recognising unpaid carers, with financial security, health and wellbeing among its priorities.
  • Continued disability support funding and changes intended to make services and funding more consistent.
  • Existing and announced investment in school learning support.

The government's published carer-support work has been exploring a possible carer payment and better respite options, but the official service page says these are under development and current arrangements have not changed. I could not verify a specific new carer payment amount in National's election platform. New roadmap for supporting unpaid carersImproving support for family carersDisability Policies of NZ Political Parties

Sources: National's unpaid carers action plan announcement · National's 2026 policies

South Island Election Conference 2026

4. New Zealand Labour Party

Labour has pledged to repeal the current government's Disability Support Services legislation and develop replacement legislation in partnership with disabled people and disability organisations.

Its published 2026 policies also include restoring pay equity legislation and a proposed $4-per-hour pay rise for care and support workers from 1 January 2027. That pay rise is for workers in the care sector, not a direct payment to a parent providing unpaid care.

I could not verify a specific Labour election promise to compensate parents who reduce their paid hours to care for a school-age child. Disability Policies of NZ Political PartiesLabour's 2026 Election Policies

Sources: Labour's 2026 election policies

2. What about ACT, New Zealand First and Te Pāti Māori?

Party Relevant direction What remains unclear for your situation
ACT New Zealand Emphasis on individual choice, individualised disability funding and reducing bureaucracy. No specific new payment for parent carers identified. Disability Policies of NZ Political Parties
New Zealand First General support for state-funded services, health services and continuity of support. No detailed disability-specific income reform or parent-carer payment identified. Disability Policies of NZ Political Parties
Te Pāti Māori Māori-led disability services, whānau decision-making and support designed around whānau needs. No specific, costed payment for parents who reduce paid work identified in the material reviewed. PolicyDisability Policies of NZ Political Parties

These are summaries of the published policies I could verify, not claims that the parties have no other proposals. Policies can be added or updated during the campaign.

3. Since school support is your main concern, compare these commitments too

The question to ask is not just whether a party recognises carers, but whether its policies could reduce the amount of extra care and advocacy you need to provide yourself.

National: more teacher-aide hours and learning support

National has committed to Learning Support Coordinators for all schools with Years 1–8 students by 2028, and to building towards two million additional teacher-aide hours annually from 2028. It also plans to expand early intervention. These are concrete school-support commitments, although the full benefits would not arrive immediately. Teaching the basics brilliantlyDana Kirkpatrick - Update

Read National's education policy

Greens: fully funded inclusive education

The Greens support expanding learning support, including ORS, and making education more inclusive. Their wider approach emphasises removing barriers to participation rather than expecting families to make up for gaps in services. Disability Policies of NZ Political PartiesManifesto 2026

Read the Green Party's 2026 manifesto

TOP: more teacher aides and specialist learning support

A disability-policy comparison identifies TOP as supporting increased teacher-aide funding and specialist learning support. Its carer proposals also aim to make family finances less dependent on how much paid work a parent can manage. Disability Policies of NZ Political PartiesOpportunity Disability Position Statement - October 2026

Read TOP's disability statement

Labour: disability rights and partnership

Labour's stated direction is to rebuild disability support legislation with disabled people and disability organisations. When comparing its offer, look for specific commitments on school-based support, eligibility and access, rather than assuming that a rights-based approach automatically means more teacher-aide hours. Disability Policies of NZ Political PartiesLabour's 2026 Election Policies

Read Labour's current policies

4. Financial help that exists now

You don't necessarily need to wait for the election to investigate existing assistance. Eligibility depends on your child's needs and circumstances, not simply on whether you have reduced your paid hours.

Useful starting points: Work and Income — caring for a child with a disability and Disability Support Services — family carer support.

5. How I would narrow your voting comparison

Based on the published proposals, I would put TOP and the Greens on your shortlist for financial security and recognition of unpaid care, while examining National's specific school-support commitments closely. Labour is also worth comparing for its disability-rights and service-reform approach. This is a shortlist for further investigation, not an endorsement.

The key distinction is that TOP's proposed income support for carers is still a proposal, the Greens' income reforms are broader, and the government's carer-payment work is not yet a new entitlement.

One question would help me make this comparison much more relevant to your family: what kind of additional learning support does your child need most?

For example, is it specialist teaching or teacher-aide hours, help with autism or ADHD-related needs, learning or developmental assessments, or support with school attendance and behaviour? You can describe it in your own words. I can then compare the parties' published policies against that specific need, alongside the impact on your ability to work.

Ask anything

ChatGPT can make mistakes. Check important info.

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

Gemini · No location

I have a school-age child who needs additional learning support. Getting suitable help at school is my main concern, and I sometimes reduce paid work to care for them. I am considering my vote in the 2026 New Zealand general election. What support do parties propose for parents who cut back paid work to care for a child?

For parents who reduce their paid work to care for a child with additional learning or health needs, political parties approach support through a mix of income assistance, welfare adjustments, and systemic changes to school-level learning support.

Financial and Welfare Support

  • Income Support and Benefit Reform: Parties on the left and progressive side (such as the Green Party and Te Pāti Māori) generally advocate for broader welfare overhauls—such as universal basic incomes or significant increases to main benefits and abatements thresholds—arguing that parents should not be financially penalized for stepping back from paid work to care for family.
  • Carer Recognition: Minor and opposition parties frequently pitch expanded support allowances or specialized disability/carer payments to recognize the unpaid economic value of full-time caregiving.
  • Targeted Assistance: Mainstream provisions like the Child Disability Allowance (administered via Work and Income) provide some ongoing financial contribution for parents caring for a child with a serious disability, though eligibility and adequacy remain central points of debate among parties regarding whether they match the cost of lost wages.

School-Level Support and Systemic Relief

Because your primary concern is securing suitable help at school—which directly dictates whether you have to cut back on work—parties differ on how they aim to relieve pressure on families:

  • The National-led Government and Right-of-Centre Parties: Emphasize maximizing frontline classroom resources, targeting funding toward structured literacy, and expanding baseline teacher-aide and learning-support staffing models to ensure schools can safely keep children on-site for full school days, thereby reducing informal exclusions or pressures on parents to stay home.
  • Labour and Progressive Parties: Typically advocate for increased direct funding pipelines for continuous specialist staff (such as speech-language therapists, psychologists, and dedicated Learning Support Coordinators) embedded directly within schools, aiming to ease the diagnostic and support bottleneck that often forces parents to pick up the slack.
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 have a school-age child who needs additional learning support. Getting suitable help at school is my main concern, and I sometimes reduce paid work to care for them. I am considering my vote in the 2026 New Zealand general election. What support do parties propose for parents who cut back paid work to care for a child?

Navigating the education system while balancing paid work and the care of a child with additional learning needs is a significant challenge. In the lead-up to the 2026 New Zealand general election , political parties approach the intersection of caregiving, benefit structures, and learning support through varying lenses:

  • Labour Party: Focuses heavily on systemic reform and rights-based approaches. They have committed to repealing recent legislation regarding disability support services to rewrite frameworks alongside the disability and carer communities. Their broader education policies emphasize pausing or reviewing recent curriculum overhauls in consultation with the sector, alongside addressing resourcing gaps for children with additional needs rather than shifting the onus solely onto families.

  • National and Current Government (NZ Government/Coalition): Emphasizes rolling out standardized educational tools (such as structured literacy, mandatory maths/reading/writing hours, and focused learning support funding injections) to lift achievement within the classroom. Their approach relies on fixing or streamlining frontline delivery in schools so that parents feel more supported during school hours, rather than creating specialized direct financial allowances specifically for parents who choose to reduce work hours. [ODT]

  • ACT Party: Tends to focus on fiscal constraint and work incentives within the welfare and benefit systems. Rather than expanding allowances for people outside the workforce, ACT’s recent proposals target stricter eligibility verification and work-capacity tests for health and disability-related benefits, reflecting a policy direction focused on moving individuals into or keeping them attached to the workforce.

  • The Opportunities Party (TOP): Proposes structural income reform via a Universal Basic Income (Citizen’s Income) alongside a dedicated universal disability allowance. For caregivers who must reduce paid hours, a universal baseline income and specific disability top-ups are designed to provide financial security independent of complex, targeted benefit categories. [The Spinoff]

  • Green Party / Te Pāti Māori: Generally advocate for increased baseline welfare support, enhanced funding for whānau-led care, and significantly expanded, non-means-tested funding for disability and learning support within state education.

To help narrow down which party platforms or localized advocacy groups align best with your situation, would you like to explore:

  • Detailed policy comparisons on school-level learning support (like ORRS funding or teacher aide resources)?
  • Current financial assistance and carer entitlements available through Work and Income?
Ask anything

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AI Overviews · No location

I have a school-age child who needs additional learning support. Getting suitable help at school is my main concern, and I sometimes reduce paid work to care for them. I am considering my vote in the 2026 New Zealand general election. What support do parties propose for parents who cut back paid work to care for a child?

AI Overview

For the 2026 New Zealand general election , political parties have introduced distinct approaches regarding educational learning support and financial aid for unpaid carers who reduce work hours.

The primary policy proposals from the major parties target these two areas:

1. In-School Learning Support Proposals

  • National: Focuses on restoring flexible funding models and stabilizing the financial framework of Disability Support Services (DSS). The party emphasizes national consistency in how individual support is allocated across schools.
  • Labour: Promises a rights-based overhaul, pledging to repeal current disability support constraints and co-design a new framework directly alongside disabled communities. They also emphasize expanding after-school community activity grants to relieve pressure on working families.
  • The Opportunity Party (TOP): Pushes for a structured 10-year cross-party education plan that legally guarantees dedicated funding to ensure that Learning Support Coordinators, speech-language therapists, and psychologists are present in every school.
  • Green Party & Te Pāti Māori: Both advocate for rights-based, enforceable inclusive education models. They propose significantly boosting funding for teacher aides in mainstream classrooms and expanding Māori-led delivery of the Enabling Good Lives program.
  • ACT: Promotes an individual choice model, supporting direct individualized funding to families rather than routing all resources through centralized school bureaucracy.

2. Financial Support for Unpaid Carers

  • The Opportunity Party (TOP): Proposes a Universal Citizen’s Income of up to $370 a week ($19,400 a year) for all New Zealanders over 18, which would not be penalized by part-time work. This would be paired with a dedicated Universal Disability Allowance of approximately $6,000 a year , alongside improved respite care to prevent carer burnout.
  • Green Party: Focuses on a Minimum Income Guarantee , ensuring individuals whose capacity to work is restricted due to health or caring requirements receive at least 80% of the full-time minimum wage. They also advocate for doubling the standard Disability Allowance.
  • Labour & Te Pāti Māori: Focus on reducing structural barriers within Work and Income assessment processes, ensuring that benefit rules do not penalize parents who choose to balance partial employment with intensive care roles.

If you would like to explore this further, let me know:

  • Whether your child currently receives or is applying for specific funding like ORS (Ongoing Resourcing Scheme).
  • If you want details on the specific respite care expansions proposed by the parties.
  • If you would like to compare the specific tax brackets or income thresholds proposed under each party's financial package.
Ask anything

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