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.

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For the 2026 New Zealand general election: What are the main competing party approaches to grocery prices and household bills in the 2026 New Zealand election?

2026 New Zealand general election: Grocery prices and household bills

As at 30 October 2026, the main political dividing line is how parties believe New Zealand can make everyday essentials more affordable.

There are two broad approaches:

  1. Increase competition and reduce barriers to business: principally National and ACT.
  2. Intervene more directly in markets and strengthen consumer protections: principally Labour, the Greens, NZ First and Opportunity, although their proposed interventions differ.

The biggest differences concern supermarket ownership, the power of the Commerce Commission, electricity prices, fuel costs and direct financial support for households.

The election is on 7 November 2026. Here is a comparison of the main parties' published positions. The main parties vying to form New Zealand's next governmentGroceryNew Zealand Election: Where Political Parties Stand On Pasifika Issues

1. Grocery prices: what each party proposes

The supermarket market is a particularly important election issue because Woolworths and Foodstuffs dominate grocery retailing in New Zealand.

Party Main grocery policy
National Split Foodstuffs into two competing nationwide businesses, separating PAK'nSAVE from New World and Four Square, subject to Commerce Commission assessment.
Labour Establish two independent wholesale businesses, separate from supermarket retailing, improve smaller grocers' access to stock and ban junk fees.
Greens Establish KiwiMart, a publicly owned supermarket chain, by acquiring at least 120 existing stores and two distribution centres.
ACT Make it quicker and easier to establish new supermarkets, reduce consenting delays and encourage overseas investment. Opposes forced supermarket break-ups.
NZ First Break up the supermarket duopoly, strengthen competition enforcement and increase penalties for serious breaches.
Opportunity Give the Commerce Commission stronger independence, funding and powers to tackle dominant companies, including potentially breaking up duopolies.
Te Pāti Māori Support Māori-owned supermarket alternatives through its Kai Sovereignty package, including land access and start-up funding.

Sources: Consumer NZ's election comparison, Retail NZ's policy tracker and The Conversation's policy tracker. Election 2026: How the main parties plan to improve the grocery sectorGroceryElection policy tracker: what the parties are promising

2. Household bills: electricity, petrol, transport and financial support

This is where the parties' philosophies become particularly visible.

Party Household affordability approach
National Increase electricity generation and competition, make renewable projects easier to build, and offer long-term loans through a Home Energy Fund for solar, batteries and insulation. Maintains its no-new-taxes commitment.
Labour Freeze fuel excise tax for three years, introduce a $20 weekly public transport fare cap in major centres and $10 elsewhere, and offer solar installation with no upfront cost through SolarSaver.
Greens Establish a state-owned electricity company, Kiwipower; invest in renewable energy, insulation and household solar; provide zero-interest loans for solar and batteries; and offer cheaper public transport, including $2 adult fares.
ACT Reduce government spending and regulatory costs, lower the carbon price burden and return net ETS auction revenue to New Zealanders through a Carbon Tax Refund. Emphasises competition in electricity and other markets.
NZ First Split electricity generation and retail businesses, break up major power companies, remove the ETS charge on petrol and diesel, and increase financial support for working families.
Opportunity Support stronger competition enforcement in electricity and other essential services, accelerate renewable energy and support free public transport.
Te Pāti Māori Focus on changing the tax system so working households retain more of their earnings, alongside its targeted food affordability and Māori economic development policies.

Sources: The Conversation's 2026 policy tracker, party policy announcements and Reuters' election overview. Election policy tracker: what the parties are promisingThe main parties vying to form New Zealand's next governmentPower Prices for 2026New Zealand Election: Where Political Parties Stand On Pasifika Issues

Some particularly important proposals

Labour: direct cost reductions

Labour has put forward several specific household savings measures:

  • Three-year fuel tax freeze, with an estimated average family saving of $520 annually by 2030.
  • Public transport capped at $20 per week in Auckland, Wellington and Christchurch, and $10 elsewhere.
  • Three free GP visits annually and free prescriptions.
  • SolarSaver, which allows eligible households to install solar without upfront payment.

These are proposed policies, with different implementation dates and eligibility conditions. Labour's 2026 Election PoliciesElection policy tracker: what the parties are promising

Greens: public ownership and renewable energy

The Greens propose more direct public involvement in essential services. Their Kiwipower proposal would create a state-owned power company, while investment in home insulation, solar and batteries is intended to reduce household exposure to electricity costs.

Their approach also includes tax reductions for most income earners, funded partly through higher taxes on wealth and large businesses. The main parties vying to form New Zealand's next governmentElection policy tracker: what the parties are promisingTax Tips: 2026 General Election

NZ First: restructuring power and fuel costs

NZ First's proposals include:

  • Separating electricity generation from retail operations.
  • Breaking up major electricity companies.
  • Removing the ETS component of petrol and diesel costs.
  • Making temporary increases to Working for Families and in-work tax credits permanent, with a proposed additional $70 per week.

These measures combine market restructuring with direct income support. Election policy tracker: what the parties are promisingThe main parties vying to form New Zealand's next government

National: investment, supply and fiscal restraint

National's approach is to increase energy supply, encourage private investment and improve competition. Its Home Energy Fund would help households finance energy improvements through long-term loans rather than direct grants.

Its wider economic approach prioritises reducing government debt, returning to surplus in 2028/29 and avoiding new taxes. Power Prices for 20262026 Election Policy

3. Direct help with food costs and lower-income households

Some parties go beyond supermarket competition and propose helping people pay for food directly.

Party Food-related household support
Greens Double the Work and Income food-grant cap, establish a $150 million Fair Food Fund and expand school lunches.
NZ First Increase Working for Families in-work tax credits by $70 per week and make the temporary increase permanent.
Te Pāti Māori A $3.1 billion Kai Sovereignty package, including a food tax credit for people earning $60,000 or less, worth up to eight weeks of food a year.
Labour Focus on reducing prices through supermarket competition, tackling price gouging and improving household disposable income.
National and ACT Focus more on competition, economic growth, lower regulatory costs and reducing the costs of doing business.

Election policy tracker: what the parties are promisingElection 2026: How the main parties plan to improve the grocery sectorNew Zealand Election: Where Political Parties Stand On Pasifika Issues

4. What are the fundamental differences?

The following summarises the competing policy philosophies, rather than judging which would work best.

National and ACT: Competition and private enterprise

  • Encourage more businesses to enter markets.
  • Reduce regulatory barriers.
  • Increase energy and supermarket competition.
  • Limit government intervention and taxation.

Labour: Stronger regulation and targeted cost reductions

  • Give regulators more power against excessive pricing.
  • Reform supermarket wholesale arrangements.
  • Freeze fuel taxes and cap public transport fares.
  • Reduce everyday costs through specific household policies.

Greens: Public ownership and social investment

  • Create publicly owned supermarket and electricity businesses.
  • Increase renewable energy investment.
  • Provide more direct food and transport assistance.
  • Shift more taxation towards wealth and large corporations.

NZ First: Break up dominant businesses and provide family assistance

  • Restructure supermarket and electricity companies.
  • Remove ETS charges on transport fuels.
  • Increase family tax credits.
  • Strengthen competition enforcement.

Opportunity: Stronger competition regulation

  • Give the Commerce Commission more powers and independence.
  • Allow action against dominant market players.
  • Support renewable energy and free public transport.
  • Pursue wider tax reform.

Te Pāti Māori: Food sovereignty and household income

  • Support Māori-owned supermarket alternatives.
  • Provide targeted food credits.
  • Reform taxation to shift the burden towards wealth rather than work.

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

There are some particularly useful questions to ask when assessing the promises.

Issue What to examine
Grocery prices Will the policy actually increase competition or reduce supermarket margins?
Electricity Will it reduce the price households pay, or primarily increase future supply?
Petrol Does the proposal reduce fuel taxes, or rely on future market changes?
Food assistance Who qualifies, and how much money reaches households?
Tax How are the proposals funded, and which households pay more or less?
Timing Will the savings arrive immediately or take several years?

One important distinction: a promise to increase competition is not the same as a guarantee that grocery prices will fall. Likewise, tax cuts or subsidies need to be considered alongside their funding and wider economic effects.

6. Further independent comparisons

These are useful resources for checking the actual policy details rather than relying solely on campaign advertising.

Overall perspective

The central election debate is not simply about who promises cheaper groceries. It is about who should have the power to make essential goods and services more affordable, and how that should be achieved.

  • National and ACT emphasise competition, private investment and reducing costs.
  • Labour emphasises regulation, consumer protection and targeted household savings.
  • The Greens emphasise public ownership, renewable energy and social support.
  • NZ First combines market restructuring with direct financial assistance.
  • Opportunity emphasises stronger competition regulation.
  • Te Pāti Māori emphasises food sovereignty and targeted support for households.

The most useful way to compare the parties is to look separately at grocery prices, electricity bills, petrol costs and direct household assistance. A party's approach to one does not necessarily tell you what it would do about the others.

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For the 2026 New Zealand general election: What are the main competing party approaches to grocery prices and household bills in the 2026 New Zealand election?

For the 2026 New Zealand general election, the cost of living—specifically grocery prices, power bills, and everyday household expenses—emerged as the dominant campaign issue. With persistent inflation affecting food, fuel, and utilities, political parties offered sharply contrasting approaches, ranging from market-led competition and tax relief to heavy state intervention.

The main competing party approaches to grocery prices and household bills include:


1. National Party

  • Focus: Market competition, economic growth, and targeted tax relief.
  • Approach to Groceries & Bills: National emphasizes boosting supermarket competition by cutting red tape and making it easier for new grocery competitors and alternative chains to enter the New Zealand market through streamlined consenting and regulatory support.
  • Household Support: Rather than broad market price controls, National’s strategy relies on keeping income taxes down, supporting wage growth, and implementing targeted measures such as a time-limited $50-per-week boost to the In-Work Tax Credit to help working families manage fuel and global price shocks.

2. Labour Party

  • Focus: Direct cost relief, public service caps, and consumer protections.
  • Approach to Groceries & Bills: Labour targets the dominant supermarket duopoly (Woolworths and Foodstuffs) by strengthening the powers of the Commerce Commission and the Grocery Commissioner to crack down on excessive pricing and unfair supplier practices.
  • Household Support: Labour focuses heavily on lowering non-grocery household bills through direct interventions—such as capping public transport fares (e.g., proposing a $20 public transport fare cap), making GP visits free, and offering relief on everyday utility and living costs funded by fairer tax adjustments on higher wealth brackets.

3. Green Party

  • Focus: Deep structural market intervention, state-backed alternatives, and environmental transition.
  • Approach to Groceries & Bills: The Greens propose radical structural changes to break up major corporate players, including splitting wholesale food businesses from retail and utilizing a portion of the broken-up supermarket duopoly to create a government-owned supermarket chain.
  • Household Support: They also advocate splitting the generation and retail arms of power companies to lower electricity bills, alongside broader income supports like universal basic income concepts or green transitions designed to insulate households from global fossil-fuel price shocks.

4. New Zealand First

  • Focus: Economic nationalism, breaking up monopolies, and national assets.
  • Approach to Groceries & Bills: NZ First centers its cost-of-living plan on breaking up the supermarket duopoly and splitting up power "gentailers" (electricity generation and retail companies) to force down food and electricity prices.
  • Household Support: Their populist approach includes aggressive structural interventions, such as proposals to buy back key financial institutions (like the BNZ) to protect household banking and lending costs from foreign or monopolistic pressures.

5. ACT Party

  • Focus: Supply-side reform, regulatory reduction, and broad tax cuts.
  • Approach to Groceries & Bills: ACT argues that high household bills are fundamentally driven by government overspending, heavy regulation, and compliance costs that stifle business productivity.
  • Household Support: Rather than price caps or government-owned alternatives, ACT champions cutting low-value government spending, reducing taxes, and removing barriers to entry and resource constraints to organically lower prices through free-market efficiency.

Summary of Differences

  • The Left (Labour, Greens): Favor direct intervention, breaking up or creating state-backed alternatives for supermarkets and power companies, and using targeted subsidies or public caps to lower immediate household bills.
  • The Right/Centre-Right (National, ACT): Focus on supply-side solutions, streamlining regulations to encourage new private-sector competitors, boosting take-home pay, and providing tax relief rather than market price controls.
  • Nationalist/Populist (NZ First): Emphasizes aggressive structural break-ups of dominant corporate duopolies in both food and energy sectors.

How would you like to explore these policies further—perhaps looking at how they impact specific sectors like energy versus food?

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For the 2026 New Zealand general election: What are the main competing party approaches to grocery prices and household bills in the 2026 New Zealand election?

In the lead-up to the November 2026 New Zealand general election, addressing the cost of living, household bills, and grocery prices has been a central political focus. The major political parties have outlined distinct approaches to tackling the dominance of the supermarket duopoly (Foodstuffs and Woolworths) and easing financial pressure on households.

According to policy outlines and reports from consumer advocacy organizations like Consumer NZ, the main competing party approaches include:

  • Labour Party : Focused heavily on wholesale market reform. Labour's policy proposes forcing Foodstuffs and Woolworths to separate their wholesale and retail operations into independent entities (creating distinct wholesale operations) to ensure smaller competitors and independent grocers get fair, guaranteed access to wholesale supply. Labour also plans to make price gouging explicitly illegal and empower the Commerce Commission to investigate and prosecute excessive pricing on essential goods.

  • Green Party : Proposes more direct intervention through public ownership. The Greens have pledged to force the major supermarket groups to divest and sell 120 stores and distribution centres into public ownership to establish a new, state-backed supermarket chain called KiwiMart. They also support strengthening the Commerce Commission's powers, increasing its funding, and introducing a mandatory pricing accuracy code with automatic compensation for overcharged shoppers.

  • Te Pāti Māori : Advocates for a $3.1 billion "Kai Sovereignty" package. Their approach features providing $100 million in seed funding and Crown/council land to establish Māori-owned supermarket chains and alternatives, alongside implementing a targeted "kai tax credit" for low- and middle-income earners ($60,000 or less) to help cover basic food expenses.

  • ACT Party : Rejects heavy state intervention or publicly owned supermarkets (with ACT representatives famously dismissing state-backed models during debates). Instead, ACT emphasizes cutting red tape and reducing regulatory bureaucracy and planning restrictions that make it slow and costly for new private competitors and independent supermarkets to establish physical stores.

  • National Party and NZ First : Alongside other parties, have focused on regulatory measures or divestment pressure to address market concentration, while generally emphasizing broader economic management and tax settings to ease overall household cost-of-living pressures.

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