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

I rent with my partner and work rostered hours that change from week to week. Our pay can drop unexpectedly, but rent and bills don't. I am considering my vote in the 2026 New Zealand general election. What would parties do for households whose wages are not keeping up with groceries and bills?

For your household, the important question is not simply which party promises to reduce the cost of living. It's which policies would leave you with more money available after rent, groceries, power, transport, and other essential bills – especially in weeks when your roster gives you fewer paid hours.

There are two separate pressures in what you've described:

  1. Income uncertainty: your household income can fall from one week to the next because your working hours change.

  2. Fixed expenses: rent and regular bills continue regardless of how many hours you work.

That distinction matters when comparing political parties. A tax cut might help when you're earning, but it may not protect you during a low-income week. Likewise, a benefit increase may help some households but not necessarily people who are working.

Here's how I'd examine the parties' 2026 policies, focusing on renters, working households and people with variable hours.

What the main parties are proposing

The following reflects policies and campaign positions available as at 31 October 2026. I've separated direct household assistance from longer-term economic proposals.

Labour

Focus: grocery competition, everyday costs, employment and tenant protections.
Labour's published policies include:

  • Groceries: breaking the supermarket duopoly's grip on wholesale supply to encourage competition.
  • Price gouging: making it illegal for large companies to overcharge for essentials.
  • Renting: banning no-cause evictions, requiring more notice and improving rental standards.
  • Transport: capping public transport fares at $20 a week, with lower caps outside Auckland, Wellington, and Christchurch.
  • Fuel: freezing fuel excise tax for three years.
  • Jobs: a programme called Start Work Now, involving housing, school and hospital projects, alongside apprenticeships.
  • Wages: restoring pay equity legislation and increasing pay for care and support workers.

Labour also proposes free prescriptions and three free GP visits a year. Its health policies could reduce household expenses even though they don’t increase wages. What this could mean for you: lower transport, healthcare and grocery costs, plus stronger rental protections. However, these proposals don't amount to a general guarantee of income when your rostered hours fall.

National

Focus: tax settings, economic growth, employment and fiscal restraint.
National's election position includes:

  • No new taxes during the next term.
  • Emphasis on economic growth, investment and creating jobs.
  • Retaining its existing tax settings rather than adopting the wealth-tax and capital-gains-tax proposals advanced by other parties.
  • A focus on controlling government expenditure.

The central argument is that stronger economic activity and employment will improve household incomes. What this could mean for you: the effects would depend partly on your income tax position and whether economic growth translates into more reliable hours and better-paid work. Growth alone doesn’t guarantee that weekly pay will keep up with rent and groceries.

Green Party

Focus: redistribution, public services, housing affordability and living costs.
The Greens are campaigning on:

  • A wealth tax of 2.5% on individual net wealth above $10 million, excluding the family home.
  • Rent controls.
  • Greater government intervention to address the cost of essential services.
  • Stronger public services and investment in infrastructure.

The party argues that greater contributions from very wealthy households would help fund public investment and improve living standards. What this could mean for you: rent controls could particularly be relevant to your household. The broader approach also places emphasis on public services rather than relying primarily on individual tax cuts. The actual benefit would depend on the detailed design and implementation of the policies.

ACT

Focus: lower taxes, smaller government and private-sector economic activity.
ACT's approach centres on:

  • Lower taxes and limiting additional taxation.
  • Smaller government and reduced government expenditure.
  • Encouraging business investment and productivity.
  • Greater emphasis on individual choice and market competition.

What this could mean for you: the intended benefit is more disposable income through lower taxes and a stronger private-sector economy. The trade-off to examine is whether reductions in government spending affect services and support that your household might otherwise use.

New Zealand First

Focus: household costs, consumer protection and economic security.
NZ First's policy mix includes a focus on:

  • Addressing supermarket competition and excessive costs.
  • Supporting domestic businesses and employment.
  • Protecting consumers.
  • Maintaining access to essential services.
  • Economic and financial security for New Zealand households.

Its positions should be examined in the context of which policies it would prioritise in a coalition agreement, rather than assuming every campaign proposal would become government policy.

Te Pāti Māori

Focus: income redistribution, affordability and support for whānau.
Its broader policy approach emphasises:

  • More progressive taxation.
  • Greater investment in public housing and affordable housing.
  • Stronger income support.
  • Improved access to essential services.
  • Measures aimed at reducing poverty and economic inequality.

For renters and working households, the important questions are how its income-support proposals would apply to people in paid employment and how they would be funded.

The policies that matter most for your circumstances

Rather than treating every cost-of-living promise as equivalent, here's a comparison of the specific issues I'd pay attention to.

Household issue Policies to look for
Rent going up Rent-increase limits, tenant protections, more affordable housing
Groceries getting expensive GST changes, supermarket competition, price-gouging protections
Power bills Electricity-market reform, subsidies, cheaper energy
Unpredictable wages Income support, minimum-wage increases, secure-hours protections
Low-pay weeks Tax relief, income supplements, more flexible assistance
Transport costs Public transport subsidies, fuel tax changes
Financial security Affordable healthcare, emergency assistance, access to benefits

One particularly important distinction: tax cuts versus income protection

Imagine your household normally earns $1,500 a week after tax, but a quiet roster week reduces that to $1,100. Your rent and bills still need paying. Different policies respond to that situation differently:

  • A tax cut may increase your normal take-home pay, but the benefit can shrink when your earnings fall.
  • A higher minimum wage helps if your hourly rate is low, but it doesn't necessarily compensate for lost hours.
  • A minimum-hours guarantee could protect your income if your employer offers fewer shifts.
  • An income supplement could help bridge a low-income week, depending on eligibility.
  • Rent controls could reduce the risk of housing costs rising faster than your earnings.
  • Lower grocery and power prices could help every week, regardless of your hours.

For your situation, I would pay particular attention to policies addressing variable working hours, income support for employed people, and rental affordability.

What about the less familiar parties?

It's worth including smaller parties in your research rather than assuming the choice is only between National and Labour. Some particularly distinctive proposals listed in the 2026 policy comparison include:

  • Universal income: a proposal for citizens to receive up to $370 a week.
  • Food affordability: removing GST from kai.
  • Tax relief: making the first $30,000 earned tax-free.
  • Electricity: separating electricity generation and retail businesses.
  • Supermarket competition: creating stronger regulatory powers or restructuring supermarket ownership.

These are quite different approaches. In particular, a universal income would be worth investigating carefully for someone whose pay changes week to week. You'd want to know whether it is genuinely additional income, what eligibility restrictions apply, and how it interacts with wages and other assistance.

How to compare the parties before voting

I'd suggest asking each party these five questions. They get closer to your actual financial circumstances than general campaign slogans.

  1. Will I be financially protected if my employer gives me fewer hours? Does the party support guaranteed hours, minimum-hours protections or income assistance for people who are still employed?
  2. Will rent become more affordable? Does it propose limits on rent increases, stronger tenant rights or more rental housing?
  3. Will my weekly grocery bill decrease? Are there practical measures to increase competition or reduce food costs?
  4. Will I have more take-home pay? Are tax changes likely to benefit someone on a modest or fluctuating income?
  5. What happens when things go wrong? Can working people access assistance when their income drops unexpectedly?

Where to research the actual policies

These are useful sources for checking the proposals rather than relying on campaign advertising.

Remember that under MMP you have two votes: a party vote and an electorate vote. Your party vote determines each party's share of parliamentary representation. Coalition negotiations can also affect which policies are implemented.

Ask anything

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Gemini · No location

I rent with my partner and work rostered hours that change from week to week. Our pay can drop unexpectedly, but rent and bills don't. I am considering my vote in the 2026 New Zealand general election. What would parties do for households whose wages are not keeping up with groceries and bills?

Navigating the squeeze of variable rostered hours, sudden pay fluctuations, and unyielding fixed expenses like rent, groceries, and bills is a core issue for many households. Different political parties approach this challenge through contrasting philosophies—ranging from supply-side economic growth and tax relief to market interventions, enhanced worker protections, and direct cost-of-living support.

The major political parties propose distinct approaches for households facing this type of financial pressure:


1. National and ACT (Centre-Right / Right)

  • Core Philosophy: Focus on broad economic management, curbing government spending, keeping taxes low, and boosting market competition or housing supply to naturally lower costs.
  • Approach to Bills & Living Costs: National emphasizes fiscal discipline and a commitment to "no new taxes", arguing that keeping taxes low lets people keep more of what they earn. ACT advocates for smaller government and simpler, lower tax structures.
  • Approach for Renters: Their housing policies focus primarily on increasing housing supply and making it easier to build or buy (such as National's expanded first-home loan support and ACT's pro-development planning changes), which they argue will ultimately ease rental market pressures. They generally avoid heavy market regulations or rent caps, maintaining that intervention can inadvertently squeeze rental supply.
  • Variable Income/Wages: Typically favor flexible employment and contracting regulations over mandated wage hikes, contending that rigid rules can reduce overall job opportunities.

2. Labour (Centre-Left)

  • Core Philosophy: Direct intervention in fixed costs, targeted financial relief, and stronger protections for workers and renters.
  • Approach to Bills & Living Costs: Labour has campaigned on targeted cost-of-living relief, including policies aimed at reducing everyday expenses—such as plans for free primary healthcare/prescriptions and public transport fare caps.
  • Approach for Renters: Labour focuses heavily on renter security, proposing measures like banning no-cause evictions and strengthening tenancy and property standards. They also propose a capital gains tax (excluding the family home) to shift market dynamics away from property speculation.
  • Variable Income/Wages: Historically support strong minimum wage floors, fair pay agreements, and protections for employees working variable or non-standard hours.

3. The Green Party and Te Pāti Māori (Left)

  • Core Philosophy: Comprehensive wealth redistribution, extensive social safety nets, and aggressive market intervention to control essentials like food and housing.
  • Approach to Bills & Living Costs: Focus heavily on structural reforms to make essentials affordable. The Greens, for instance, propose wealth and corporate taxes to fund expanded public services, income supports, and free or low-cost public infrastructure.
  • Approach for Renters: The Greens advocate strict renter protections, including a hard cap on annual rent increases (e.g., 2%), the removal of no-cause evictions, and enforced rental warrants of fitness.
  • Variable Income/Wages: Support tying minimum wages directly to living costs or inflation, strengthening union rights, and creating robust income floors to protect households experiencing sudden drops in work hours.

4. New Zealand First (Centrist / Nationalist)

  • Core Philosophy: Focusing on national economic resilience, controlling living costs, and safeguarding the financial security of New Zealand residents.
  • Approach to Bills & Living Costs: Emphasize practical relief on core living expenses (like energy and banking/interest costs) and support for regional healthcare and community services.
  • Approach for Renters & Housing: Prioritize housing availability and home ownership for residents, alongside stricter rules around foreign or speculative property investment, while generally preserving private rental market incentives.

Key Considerations for Your Situation

When weighing your vote with a variable income and fixed overheads, you might consider asking yourself:

  • Do you prefer market-led solutions (tax cuts and supply growth to lower prices over time), or direct intervention (rent caps, price controls, and targeted public subsidies)?
  • Do you lean toward parties that prioritize stringent tenant protections to safeguard your stability at home, or those that focus on broader economic flexibility?

Are there particular household expenses (such as rent stability, power bills, or grocery prices) that are currently causing you the most stress week-to-week?

Ask Gemini

Gemini is AI and can make mistakes.

Captured 31 October 2026 · shown as Gemini gave it, not a verified account

Google AI Mode · No location

I rent with my partner and work rostered hours that change from week to week. Our pay can drop unexpectedly, but rent and bills don't. I am considering my vote in the 2026 New Zealand general election. What would parties do for households whose wages are not keeping up with groceries and bills?

Navigating variable or rostered hours while facing fixed costs like rent and groceries is a heavy and unpredictable strain. Different political parties approach the gap between fluctuating wages and high living costs through distinct economic lenses—focusing either on targeted tax/welfare adjustments, market competition, or wage restraints.

Here is how the major parties approach relief for working households and cost-of-living pressures in the lead-up to the 2026 general election:

  • Labour Party: Focuses heavily on direct cost-of-living caps and market regulation. Their platform includes a $20 weekly public transport fare cap, a three-year fuel tax freeze, and crackdowns on supermarket and fuel pricing via anti-gouging and fair-grocery measures. For household support, they propose student loan balance cuts and expanding healthcare relief (such as free prescriptions and doctor visit subsidies via a "Medicard") to free up cash for household essentials, funded in part by a targeted capital gains tax.

  • National Party: Emphasizes macroeconomic stability, structural spending restraint, and targeted temporary tax/welfare adjustments. Their approach features adjustments to family and in-work tax credits (such as temporary weekly boosts for working families facing spikes in fuel and living expenses), alongside adjustments to Working for Families abatement thresholds. They also place an emphasis on expanding supermarket competition to lower food prices at the checkout rather than direct price controls.

  • Green Party: Advocates for systemic economic rebalancing aimed at low- and middle-income earners. Their 2026 platform promises income tax cuts for 96% of New Zealanders, funded by higher taxes on mega-corporations and the "super-rich". They target fixed bills directly through policies aimed at lowering power and transport costs, alongside boosting income support and advocating for structural changes to worker rights and corporate profiteering in essential sectors like groceries.

  • ACT Party: Focuses on broader supply-side economic levers and reducing government expenditure rather than direct subsidies. Their approach generally opposes freezing or lifting minimum wages excessively (proposing instead a three-year freeze on the adult minimum wage or lower training tiers to encourage hiring) and favors cutting red tape, fast-tracking resource consenting to lower housing and infrastructure costs, and reducing overall government spending to ease broad inflationary pressures.

  • New Zealand First: Concentrates on targeted relief for small-to-medium enterprises (SME tax adjustments), removing specific fuel taxes (such as elements of the Emissions Trading Scheme on fuel) to immediately lower transport and supply chain costs, and tightening economic nationalism or domestic production incentives to bring down the cost of domestic goods.

How to weigh your vote:

  • If you prefer direct caps on everyday services and consumer price controls , parties like Labour or the Greens offer targeted public transport caps, price gouging bans, or tax shifts.

  • If you prefer family/in-work tax credit adjustments and supply-side competition , parties like National focus on temporary tax support and abatement threshold tweaks.

  • If you prefer broad inflation reduction via spending cuts and deregulation , parties like ACT or NZ First emphasize cutting government waste or fuel excise levies over direct income supplements.

Ask anything

Captured 31 October 2026 · shown as Google AI Mode gave it, not a verified account

AI Overviews · No location

I rent with my partner and work rostered hours that change from week to week. Our pay can drop unexpectedly, but rent and bills don't. I am considering my vote in the 2026 New Zealand general election. What would parties do for households whose wages are not keeping up with groceries and bills?

AI Overview

For the 2026 New Zealand general election , political parties have proposed distinctly different strategies to address the cost of groceries, rent, and utility bills for working households. Given your rostered hours and fluctuating income, the policies impact how your household would manage sudden drops in pay versus fixed expenses like rent.

A comparison of the major parties' policies targets the following areas for working couples and renters:

🏠 Rent & Housing Costs

  • Labour: Promises to limit annual rent increases to a maximum of 2%. They also intend to introduce an independently enforced Rental Warrant of Fitness and expand the First Home Loans scheme by raising income limits and lowering deposit requirements to 5%.

  • Green Party: Proposes capping annual rent increases at 2% and strengthening the Healthy Homes Standards.

  • National & ACT: Focus on increasing housing supply rather than rent controls. ACT aims to fast-track the building consent process to reduce development costs.

🛒 Groceries & Everyday Bills

  • Labour: Promising a $20 weekly public transport cap, free prescriptions, and 3 free GP visits per year via a "Medicard". They also propose making price gouging illegal with penalties for companies overcharging consumers. ccsdisabilityaction.org.nz

  • Green Party: Plans to offer free public transport for children, expand school lunch programmes, and introduce a "SolarSaver" scheme to help households reduce electricity bills. They have also raised the prospect of nationalising supermarkets to lower prices. stories.theconversation.com

  • Te Pāti Māori: Promises to completely remove GST from all food (kai). They also propose an "Income Kai Credit" worth up to 8 weeks of free food annually for households earning less than $60,000. policy.nzHousing - Policies for Party vote - NZ Election 2026

  • New Zealand First: Proposes breaking up the current supermarket duopoly and power companies to lower market prices. They also pledge to freeze fuel taxes and remove the Emissions Trading Scheme (ETS) tax from petrol and diesel. stories.theconversation.com

💰 Taxes, Minimum Wage & Income Stability

  • National: Emphasizes keeping income taxes low and reducing government spending to curb inflation. They promise to increase New Zealand Superannuation annually alongside existing tax relief settings. whichparty.nz

  • Labour: Proposes a 28% capital gains tax on investment properties (excluding the family home) to fund health services. They plan to gradually raise the compulsory employer KiwiSaver contribution rate to 6%. rnz.co.nz

  • Green Party: Proposes a major restructuring funded by a Land Value Tax and wealth taxes. This includes a "Citizen's Income" providing up to $370 a week universally to adults, a tax-free income band for the first $10,000 earned, and guaranteeing annual minimum wage increases. anzasw.nz

  • ACT: Campaigns on a simplified two-rate income tax system with a 28% top rate, freezing the minimum wage for three years to support businesses, and removing taxes on KiwiSaver investment earnings. stories.theconversation.com

  • Te Pāti Māori: Proposes making the first $30,000 of income completely tax-free, raising the minimum wage to the Living Wage, and introducing a wealth tax on net assets over $4 million. youtube.com

  • The Opportunities Party (TOP): Proposes a $19,400 universal citizen's income, shifting to a land tax system, and introducing new tax brackets to lower tax burdens on low-to-middle income earners. kpmg.com


If you want to look closer at a specific policy, let me know:

  • Whether your combined household income sits above or below the $60,000 threshold (which alters eligibility for certain proposed tax credits)

  • If you want to see the specific details of Working for Families changes proposed by the parties

  • Which specific party's cost of living calculator or framework you would like to break down further

Ask anything

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