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 long-term health condition that limits my ability to work. I rely on income support and need regular medical appointments. I am considering my vote in the 2026 New Zealand general election. What party policies would help people on a fixed benefit afford food, housing and power?

New Zealand election 2026: policies that affect living on a fixed benefit

When you're living with a long-term health condition, relying on income support and attending regular medical appointments, the key question is whether your income will cover the essentials after rent, power, food, transport and healthcare costs are paid.

For the 2026 New Zealand general election, I'd suggest comparing parties across five practical areas:

  • Income support: benefit rates, regular increases and extra help when costs rise.
  • Housing: rent affordability, Accommodation Supplement settings and the availability of public housing.
  • Power: help with electricity bills, warmer homes and measures to reduce power prices.
  • Food: grocery prices, food assistance and policies affecting the cost of basic groceries.
  • Healthcare: prescription charges, GP visits, specialist appointments and other out-of-pocket medical expenses.

The important distinction is between policies that increase the money you have available, policies that reduce what you must pay, and policies that promise longer-term improvements but may not immediately help someone on a fixed income.

1. How the main parties' policies compare

The following is a comparison of published 2026 policies and proposals, not a ranking of parties. It focuses on measures relevant to someone living on a benefit. A policy announcement is not the same as a law already in force, and some proposals have eligibility conditions or future start dates.

South Island Election Conference 2026

Labour

Healthcare costs, power bills and grocery prices

  • Medical costs: proposes three free GP visits a year for everyone and removing the $5 prescription charge from 1 July 2027.

  • Power: proposes government-backed, low-interest solar loans, with up to $3,000 in extra support for eligible low- and middle-income households.

  • Food: proposes making price gouging illegal, requiring refunds for overcharging and opening up supermarket wholesale supply to increase competition.

  • Important limitation: solar loans mainly help people who can install solar; they may be less useful if you rent or cannot take on debt. Labour's Cost of Living PlanLabour's 2026 Election PoliciesSpeech: Labour Party Campaign Launch 2026

    Labour's 2026 cost-of-living plan

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

Green Party

Income adequacy, housing and public provision of essentials

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

National

Electricity-market changes, grocery competition and targeted assistance

  • Power: proposes making affordability a core objective for the Electricity Authority, addressing lines charges and enabling more renewable generation.

  • Household energy: proposes a Home Energy Fund offering low-interest, long-term loans for household energy improvements.

  • Food: proposes separating New World and PAK'nSAVE ownership to increase supermarket competition.

  • Housing: Budget 2026 includes funding intended to deliver 1,800–2,250 additional social homes over three years.

  • Important limitation: the energy measures rely substantially on investment, competition and loans rather than a direct, regular increase to a beneficiary's weekly income. 2026 Election PolicyAffordable power Kiwis can rely onBudget 2026 - Securing Our Future

    National's 2026 policies

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

New Zealand First

Structural changes to grocery and electricity markets

New Zealand Legislative Election Winner 2026 Odds | Polymarket

ACT

Welfare conditions and targeted management of benefit payments

  • Health-related benefits: proposes mandatory reassessment of existing health and disability benefit recipients under its proposed medical certification system, with phased reassessments and long-term arrangements for people with enduring conditions.

  • Benefit management: proposes electronic money management for Jobseeker Support recipients classified as work-ready who remain on a benefit for more than four months.

  • Important limitation: these proposals could affect benefit administration and the experience of recipients. The electronic payment-card proposal is specifically for work-ready Jobseeker recipients, not automatically every person receiving a disability-related benefit. ACT New Zealand

    ACT's welfare policy announcement

These are selected policies, not complete party manifestos. I haven't established equally detailed, verified positions for every other party on all five areas, so their omission here should not be taken to mean they have no relevant policies.

2. Which policies address your biggest expenses?

Expense Policies worth comparing What to check
Weekly income Benefit increases, a guaranteed minimum income, changes to income tests Would your actual benefit payment rise, and by how much?
Rent More social housing, rent-increase limits, higher Accommodation Supplement Would you qualify, and would assistance cover your actual rent?
Electricity Direct bill assistance, public power options, insulation and energy-efficiency programmes Is there help for renters and people who cannot afford an upfront investment?
Groceries GST relief on food, food grants, stronger supermarket competition Would you receive a direct saving, or is it an expected longer-term effect?
Medical care Free GP visits, lower prescription costs, more funded medicines Would it cover your regular appointments, prescriptions and other treatment costs?

Policy.nz's 2026 health policy comparison, housing comparison and income support comparison let you examine additional parties' positions on these specific issues. Policies for Party vote - NZ Election 2026Policies for Party vote - NZ Election 2026Policies for Party vote - NZ Election 2026

3. What matters specifically for someone with a long-term health condition?

I would pay particular attention to these questions when reading each party's detailed policy.

  • Will your disposable income actually increase? A tax cut may provide little or no benefit if you have no taxable earnings. Look for explicit changes to benefit rates, supplementary assistance and income thresholds.
  • Will you have to spend less to manage your condition? Free GP visits and prescriptions could help, but check whether the proposal covers the number of appointments and the types of care you need.
  • Can you stay in a warm, secure home? More public housing and better insulation may help, but consider whether a policy also offers practical support to people already renting privately.
  • Will you be expected to meet new work or reassessment requirements? Check how any proposed welfare changes apply to people whose conditions prevent them from working, including what happens if their health fluctuates.

These are important distinctions because an advertised cost-of-living saving for an average household might not translate into a meaningful saving for a person on a fixed benefit.

4. Assistance you can check before the election

You don't need to wait for an election promise to see whether you're entitled to more support under current rules.

5. How to make your voting comparison

New Zealand's general election is scheduled for Saturday 7 November 2026, with advance voting from 26 October. You have a party vote and an electorate vote. You can compare parties' published policies and candidates through Policy.nz's 2026 election guide. Policies for Party vote - NZ Election 2026The main parties vying to form New Zealand's next government

For your circumstances, one particularly useful exercise is to compare each party's proposals against your own weekly budget rather than relying on broad claims about reducing the cost of living.

If you want to narrow the comparison, which benefit do you currently receive — Supported Living Payment, Jobseeker Support with a health condition or disability, or another benefit? That would help me distinguish policies likely to affect your income directly from those that might only reduce particular expenses.

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 long-term health condition that limits my ability to work. I rely on income support and need regular medical appointments. I am considering my vote in the 2026 New Zealand general election. What party policies would help people on a fixed benefit afford food, housing and power?

Navigating the cost of living on a fixed benefit while managing a long-term health condition is a major challenge, and the major political parties approach this with distinctly different philosophies.

The primary approaches fall into two main camps: parties that propose expanding government support, market interventions, and direct services to lower costs, versus parties that focus on fiscal restraint, tax relief, and supply-side economic growth.

The key policy differences across the political spectrum that directly impact food, housing, power, and medical costs include:


1. Income Support and Benefits

  • Labour, Green Party, and Te Pāti Māori: Generally advocate for strengthening income support safety nets, criticizing current settings or spending cuts. They argue that benefits need to keep pace with the real cost of living to prevent hardship.
  • The Green Party and Te Pāti Māori: Propose sweeping tax-system overhauls (such as wealth taxes or high-earner brackets) to fund stronger income floors and essential public services. Te Pāti Māori has also advocated for a $30,000 tax-free threshold.
  • National and ACT: Focus on a fiscal approach of spending restraint and tight control over public debt. They argue that high government spending fuels inflation, and that the best way to help households is through broad economic management rather than increasing benefit adjustments, which they argue should be tied tightly to economic conditions.
  • New Zealand First: Has proposed specific structural caps and adjustments in the welfare space (such as a two-year cap on the JobSeeker benefit alongside targeted regional development).

2. Food Affordability

  • Market Interventions (Green Party, NZ First): Both parties have pushed for aggressive structural shake-ups of the supermarket duopoly (Foodstuffs and Woolworths). The Greens propose creating a state-owned supermarket chain ("KiwiMart"), while NZ First suggests breaking up cooperatives to increase competition and lower checkout prices.
  • Tax Removals (Te Pāti Māori, NZ First): Te Pāti Māori and NZ First have supported removing GST from basic food items to provide immediate relief at the cash register.
  • Market Competition (National, ACT): Oppose state ownership or price controls, arguing instead that removing regulatory red tape and encouraging free-market competition is the most sustainable way to bring down grocery prices.

3. Housing and Rent Costs

  • Rent Regulation (Green Party, Te Pāti Māori, Labour):
    • The Green Party is campaigning heavily on a Renters’ Rights package, including a hard cap on annual rent increases (around 2%) and banning no-cause evictions.
    • Te Pāti Māori similarly backs strong renter protections and action against housing speculation.
    • Labour supports robust renter protections (having previously championed removing no-cause evictions).
  • Opposition to Rent Controls (National, ACT): Strongly oppose rent caps, arguing they reduce the overall supply of rental housing and disincentivize landlords. National favours supply-side solutions, planning reforms, and supporting community housing providers over state building.
  • State/Social Housing: The Green Party (pledging 40,000 public homes over five years) and Labour (pledging at least 6,000 new social homes over four years) emphasize large-scale state housing builds. Conversely, National has trimmed large state-build programmes in favour of streamlining resource consent and planning rules to free up land.

4. Power and Energy Bills

  • Energy Market Overhaul (Green Party, NZ First):
    • The Green Party and NZ First advocate for splitting up the major power companies ("gentailers") and creating dedicated Crown-backed renewable entities to drive down household electricity prices.
  • Direct Subsidies and Alternatives (Labour):
    • Labour has highlighted initiatives aimed at lowering household overheads, such as assisting with solar power installations without upfront costs to permanently reduce power bills.
  • Free-Market Approach (National, ACT):
    • Oppose state intervention or breaking up energy companies, pointing to regulatory stability and overall market incentives as the proper mechanisms for the energy sector.

5. Medical Expenses & Health Support

Given your need for regular medical appointments, health-adjacent cost-of-living policies are likely a key consideration:

  • Labour: Has pledged specific healthcare-cost relief, including introducing free GP visits (via a "Medicard" system) and free prescriptions to remove barriers to regular doctor visits.
  • The Green Party: Has proposed broad expansions to PHC (Primary Health Care) funding to make visits to the doctor and dentist free or heavily subsidized.
  • National and ACT: Focus primarily on stabilizing core health system wait times and infrastructure through administrative and budgetary management rather than universal fee-free schemes, emphasizing targeted assistance where need is highest.

Summary for Your Decision

When deciding your vote, it can help to weigh which philosophy aligns best with your situation:

  • Do you favour direct market intervention (breaking up supermarkets/power companies, rent controls, free GP visits, and state-backed housing builds) championed by the Greens, Labour, and Te Pāti Māori?
  • Or do you lean toward fiscal conservatism and supply-side growth (controlling government debt, avoiding new taxes or market controls, and relying on private market supply) championed by National and ACT?

Are there particular areas—such as prescriptions and doctor fees versus power bills—that weigh most heavily on your monthly budget?

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 long-term health condition that limits my ability to work. I rely on income support and need regular medical appointments. I am considering my vote in the 2026 New Zealand general election. What party policies would help people on a fixed benefit afford food, housing and power?

Navigating the cost of living on a fixed benefit while managing a long-term health condition is a central issue in the 2026 New Zealand General Election (happening on Saturday, 7 November 2026). The major political parties have distinct approaches and policy frameworks addressing how to support people on low incomes with food, housing, power, and healthcare.

You can compare individual party stances and cross-check specific commitments using the Policy.nz 2026 Election Guide. Below is an overview of how the main parties approach these core needs: [Policy.nz]

1. Income Support and Benefit Levels

  • Green Party: Proposes raising all main benefits to a guaranteed "liveable income" level and changing benefit indexation permanently so that benefits rise with inflation or average wage growth, whichever is higher. They also advocate for wealth and excess-profit taxes to fund comprehensive income support and disability access initiatives.

  • New Zealand Labour Party: Focuses on reducing direct out-of-pocket costs rather than universal benefit overhauls. For 2026, Labour has pledged universal free doctor’s visits, free prescriptions, and expanded healthcare access (such as free maternity scans and cervical screening), alongside a public transport fare cap, which reduces indirect expenses for people managing ongoing medical needs.

  • National Party, ACT, and New Zealand First: Focus on a "work-first" and welfare-reform approach. National's welfare policy framework places tighter criteria and mutual obligations on beneficiaries, including reduced payments or increased sanctions for long-term JobSeeker recipients and stricter work-test requirements, while emphasizing economic management to control inflation for all households.

2. Food Affordability

  • Labour Party: Proposes direct interventions in the grocery sector, targeting supermarket "price gouging" by legally separating wholesale supply operations from retail supermarket chains to foster competition and lower checkout prices. They also support initiatives like reinstating standardized healthy school lunch programs.

  • Green Party & Te Pāti Māori: Advocate for structural adjustments to the tax and food systems, such as removing GST from core fresh food items or providing direct income boosts via a liveable income framework so households do not have to compromise on nutrition. [Green Party of Aotearoa New Zealand]

  • National and ACT: Focus on broad economic settings, promoting market competition, deregulation, and lowering general taxation or compliance costs on businesses to organically drive down consumer goods prices rather than price controls.

3. Housing

  • Green Party & Labour: Strongly emphasize scaling up the build and supply of public and state housing to guarantee secure, warm, and affordable long-term tenancies. They also support strengthening renters' rights and insulation/warm home standards.

  • National Party: Focuses on increasing housing supply through resource management reform (RMA replacement), incentivizing councils to zone more land for development, and backing community housing providers to deliver additional social housing places.

  • ACT Party: Emphasises market-led supply incentives, infrastructure funding reform, and reducing regulatory barriers to construction to make both renting and homeownership more affordable.

4. Power and Utilities (Cost of Living)

  • Community advocacy groups like the Salvation Army SPPU note that rising power arrears force vulnerable households to choose between electricity and food.

  • Left and Progressive Parties (Greens, Labour, Te Pāti Māori): Generally support targeted winter energy payments, grants, or structural reforms in the electricity market to protect low-income households from disconnection or severe energy hardship.

  • Centre-Right Parties (National, ACT, NZ First): Emphasise general economic stability, increasing domestic energy generation capacity, and managing inflation to naturally suppress high utility and electricity price growth.

To review specific policy details, verify candidate profiles in your electorate, or see how each party aligns with your personal priorities, explore the interactive tools at Policy.nz. [Policy.nz]

Ask anything

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

AI Overviews · No location

I have a long-term health condition that limits my ability to work. I rely on income support and need regular medical appointments. I am considering my vote in the 2026 New Zealand general election. What party policies would help people on a fixed benefit afford food, housing and power?

AI Overview

For the 2026 New Zealand general election , the major political parties have put forward distinct policy platforms that directly address the welfare system, health accessibility, and the cost of daily essentials like housing, food, and power.

The primary policy proposals from the main parties that impact individuals on a fixed income or health-related benefits include:

🟩 The Green Party

The Green Party’s platform focuses on wealth redistribution and targeted public investments. Their policies specifically aimed at fixed incomes and daily costs include:

  • Income Support: Increasing benefit payments to "liveable rates," ending benefit sanctions, individualising benefit entitlements, and writing off debts owed to the Ministry of Social Development (MSD).
  • Power & Energy: Creating a new publicly owned energy company explicitly designed to lower residential electricity bills and increase energy security.
  • Housing: Expanding public and transitional housing alongside stronger renter protections.
  • Food Costs: Requiring large supermarkets to donate edible surplus food to rescue organisations rather than sending it to landfills to ease community food constraints.

🟥 The Labour Party

Labour’s campaign focuses on reducing out-of-pocket household expenses and expanding the public healthcare safety net. Their core policies include:

  • Health Costs: Introducing three free doctor's visits per year via a new "Medicard" system, alongside free prescriptions and free maternity/cervical screenings.
  • Power & Housing: Funding a "Solar Saver" scheme to lower home energy costs and committing $2.9 billion in capital for Kāinga Ora to deliver new state housing places.
  • Food Costs: Pledging to break up the current supermarket duopoly by creating two independent, state-supported wholesalers to drive down shelf prices.
  • Funding Mechanism: These initiatives are heavily funded by a proposed 28% capital gains tax on investment property profits (excluding the family home and farms), with revenue ring-fenced for healthcare.

🟦 The National Party

The National Party's platform emphasizes fiscal constraint, reducing government spending to reach a budget surplus by 2028/29, and encouraging workforce participation. For those on benefits, their platform focuses on:

  • Welfare Management: Tightening the medical certification process for health-related benefits and introducing targeted policies like random drug testing for Jobseeker recipients.
  • Healthcare: Boosting funding for targeted areas like cancer treatments and serious illness care.
  • Power & Infrastructure: Establishing a Home Energy Fund to support household energy efficiency, alongside long-term commercial consent reforms to boost renewable energy supply.
  • Food & Daily Costs: Promoting grocery sector competition by physically separating the retail and wholesale operations of the major supermarket chains to naturally lower food prices.

🟨 ACT New Zealand

ACT's platform leans heavily on reducing government overhead, lowering income taxes, and cutting state spending.

  • Welfare Spending: Proposing a $653 million reduction in disability benefits and returning non-welfare per-capita government spending to 2017 levels.
  • Housing: Easing land supply constraints and lowering development costs to make the private housing market more affordable over time.

If you want to look deeper into specific aspects of these plans, let me know if you would like me to:

  • Detail the specific eligibility changes proposed for health and disability benefits.
  • Compare how each party plans to change rent assistance or social housing waitlists.
  • Break down how the different healthcare funding models could affect your regular medical appointments.
Ask anything

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