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'm an eligible voter who finds political jargon difficult and hasn't voted before. I want clear explanations without being talked down to. I am considering my vote in the 2026 New Zealand general election. What do parties want to do about food and bills? Explain the differences simply.

New Zealand election 2026: Food and the cost of living

If you're voting for the first time, it's completely reasonable to start with something practical: Which parties want to make everyday life more affordable, and how would they try to do it?

You don't need to understand every political term to make an informed choice. The important thing is to understand what each party proposes, who would benefit, and how the changes might affect your household.

Two things to keep in mind:

  • Almost every party says it wants to ease the cost of living. The differences are in how it proposes to do that.
  • Lower prices, higher wages, tax cuts and financial support are different things. A policy might help your budget without actually making supermarket prices cheaper.

I'll focus on food, power, housing and other regular bills, using plain language and distinguishing announced policies from promises that have yet to be fully explained.

1. What parties want to do about supermarket prices

This is one of the clearest differences in the 2026 campaign. The parties broadly agree that supermarket competition needs attention, but they disagree about what to change. Election 2026: How the main parties plan to improve the grocery sectorPolicies for Party vote - NZ Election 2026

South Island's biggest Pak'nSave gets mixed reception on opening day | RNZ News

National

Split up part of the existing supermarket business.

National proposes separating Foodstuffs into two competing chains: one for New World and Four Square, and another for PAK'nSAVE. It wants the Commerce Commission, the competition watchdog, to assess whether this would benefit shoppers.

In simple terms: make the existing big players compete more directly with one another. National to pursue separation of Foodstuffs

Man Selecting Fresh Produce from Supermarket Shelf

Labour

Change how supermarkets supply groceries to shops.

Labour proposes making the big supermarket groups open up their wholesale supply so smaller supermarkets can buy stock on fairer terms. It also wants to ban excessive pricing by large companies on essentials, including food, power and fuel.

In simple terms: give smaller competitors a fairer chance and introduce penalties for certain unfair prices. Fairer Grocery PricesLabour's Cost of Living Plan

Green Party of Aotearoa New Zealand

Green Party

Create a publicly owned supermarket chain.

The Greens propose KiwiMart, a supermarket owned by the public, alongside stronger rules against excessive grocery prices. They also want a broader food strategy that supports local food production and Māori food systems.

In simple terms: introduce a supermarket intended to put more pressure on private chains, while taking a broader approach to food affordability. Greens launch plan to break up the supermarket duopoly and bring down the price of foodNew bill to ban supermarket price gougingElection 2026: How the main parties plan to improve the grocery sector

The Devil in the detail of NZ First's supermarket reform

New Zealand First

Also split up Foodstuffs.

It proposes the same broad split between New World/Four Square and PAK'nSAVE, alongside stronger enforcement against supermarket misconduct and better rules for suppliers.

In simple terms: change the supermarket structure and give regulators stronger powers to act. NZ First Campaign Policy Announcement: NZ First Will Break Up the Supermarket Duopoly, Bring Food Prices Down for Kiwis

Labour’s wasteful spending has driven up inflation and the cost of living. ACT will stop the wasteful spending and cut taxes so you can afford more of what you need. | ACT New Zealand

ACT

Make it easier for new supermarkets to open.

ACT proposes simplifying the permits and licences needed to open shops and accepting certain overseas food labels without extra New Zealand-specific relabelling.

In simple terms: reduce the costs and delays that might stop a new supermarket from entering the market. ACT opposes government-forced supermarket break-ups. ACT New ZealandElection 2026: How the main parties plan to improve the grocery sector

Ōtara Flea Market

Te Pāti Māori

Help people afford food and build Māori-owned alternatives.

Its proposed Kai Sovereignty package includes a food tax credit for people earning $60,000 or less, worth up to eight weeks of food a year, and funding and land to help establish Māori-owned supermarket chains and other food businesses.

In simple terms: provide direct help with food costs while supporting community-owned alternatives. Election 2026: How the main parties plan to improve the grocery sector

What could these plans mean for your grocery bill?

  • Changing the supermarket structure could increase competition, but the effect on prices depends on how the changes are implemented.
  • Opening up wholesale supply could make it easier for smaller shops to compete, although savings aren't guaranteed.
  • Banning excessive pricing would target certain pricing practices, not automatically make every grocery item cheaper.
  • Giving households a food credit would help eligible people pay for food, rather than directly lowering the shelf price.

Consumer NZ has cautioned that splitting supermarket businesses is not a guaranteed fix: duplicating distribution systems and other infrastructure can add costs. Election 2026: How the main parties plan to improve the grocery sectorFairer Grocery Prices

2. What about electricity and other household bills?

Food is only one part of the budget. Here's how the parties' approaches differ on power, transport, healthcare and taxes.

Party Main approach to everyday bills
National Make electricity cheaper and more reliable by speeding up new power generation, allowing more solar connections and reviewing electricity lines charges. It says affordability should be a formal objective for the electricity regulator. National reveal election energy policy: 'Secure, affordable power is key'
Labour Target bills people face now. Proposals include three free GP visits a year, removing the $5 prescription fee, freezing fuel tax for three years, and capping weekly public transport fares at $20 in Auckland, Wellington and Christchurch, or $10 elsewhere. Labour's Cost of Living PlanLabour's 2026 Election Policies
Green Party Create a publicly owned electricity company called Kiwipower, expand home insulation and offer zero-interest loans for household solar panels and batteries. The Greens also propose income tax cuts for most taxpayers, funded as part of wider tax changes. The main parties vying to form New Zealand's next government
New Zealand First Split up major electricity companies that both generate and retail power, as well as splitting Foodstuffs. The aim is to increase competition in both sectors. The main parties vying to form New Zealand's next government
ACT Focus on reducing government rules and barriers to business, with the argument that more competition and lower business costs can benefit consumers. Its specific grocery plan is outlined above. ACT New Zealand
Te Pāti Māori Its food affordability plan focuses on direct food support and Māori-owned food businesses. Its wider campaign also covers housing, health and education. Election 2026: How the main parties plan to improve the grocery sectorThe main parties vying to form New Zealand's next government
Opportunity Proposes a land tax to fund wider tax changes. A land tax is a charge based on the value of land, so its effects would depend on how the tax and the changes funded by it affect different households. The main parties vying to form New Zealand's next government

3. The big difference: how would they help your budget?

There are three broad approaches to look out for.

A. Help you pay less tax or receive more direct support

This approach tries to leave you with more money to spend. Depending on the policy, that might mean a tax cut, a food credit or another form of financial assistance.

The important question is whether you qualify and how much you would actually receive.

B. Change how businesses operate

This includes supermarket break-ups, new competitors, fairer wholesale supply and restrictions on excessive pricing.

The aim is to change the prices businesses charge. But the effect might take time, and a proposed law or business restructure does not guarantee immediate savings.

C. Lower the cost of providing essential services

This includes electricity reforms, insulation, public transport and healthcare changes.

The aim is to reduce the bills you face directly, although the size and timing of any savings will depend on how the policy is delivered.

Parties can combine these approaches. You don't have to assume that a party's position on tax tells you everything about its grocery or electricity policy.

4. How to work out which policies matter most to you

Try thinking about your own biggest costs first. You don't need to choose a party right now.

5. Three useful things to remember before voting

  • A promise is not the same as a saving. Look for the amount, who qualifies, when it starts and how it will be paid for.
  • A cheaper bill and a tax cut are not interchangeable. A tax cut may help you personally, while a change to electricity or grocery markets may affect prices more broadly.
  • You vote for a Parliament, not just one party acting alone. Under New Zealand's MMP system, parties may need to negotiate with other parties to form a government, and that can affect which policies proceed.

For a current, detailed comparison, use Policy.nz's 2026 election guide and read the parties' own policy pages alongside it. The election is scheduled for Saturday 7 November 2026, and advance voting begins on Monday 26 October. Policies for Party vote - NZ Election 2026The main parties vying to form New Zealand's next government

You don't need to become a political expert to vote thoughtfully. Start with the bills that affect your life, check what each party is actually proposing, and consider which trade-offs you find acceptable.

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'm an eligible voter who finds political jargon difficult and hasn't voted before. I want clear explanations without being talked down to. I am considering my vote in the 2026 New Zealand general election. What do parties want to do about food and bills? Explain the differences simply.

It is completely normal to find political jargon confusing, especially when looking at your options for the first time. Voting for the first time is a big milestone, and wanting clear, straightforward answers is a great place to start.

With everyday costs like groceries, power, and household bills weighing heavily on many households, political parties have very different ideas about how to fix the problem.

The main political parties generally fall into two different camps: those who believe the government should step in directly to lower prices and help pay for services, and those who believe the government should step back, cut spending, and lower taxes.


1. Parties focused on government intervention and spending (Labour, Greens, Te Pāti Māori)

These parties argue that the market isn't working fairly for everyday people, so the government needs to step in to control prices, support families, and provide more free or heavily subsidized services.

  • Labour:
    • Food & Groceries: Focuses heavily on tackling the "duopoly" (the two big supermarket giants, Foodstuffs and Woolworths). They want to make price-gouging illegal and force supermarkets to separate their wholesale and retail businesses so smaller competitors can buy food cheaply and enter the market. They also support restoring the full funding model for free school lunches (Ka Ora, Ka Ako).
    • Bills & Cost of Living: Focuses on easing household costs through targeted social support, protecting public services, and lowering costs like public transport or education essentials.
  • Green Party:
    • Food & Groceries: Proposes bold interventions, including setting up a government-owned supermarket chain to directly compete with existing stores and force prices down. They also want policies to make healthy foods cheaper while restricting the marketing and affordability of junk food, alongside expanding free school lunches.
    • Bills & Cost of Living: Advocates for heavy government investment in things that lower everyday bills—such as free public transport, free dental care, and expanded public health services. They want to fund this through taxes on high-income earners and wealth.
  • Te Pāti Māori:
    • Food & Groceries: Focuses on "food sovereignty"—ensuring communities have access to affordable, culturally appropriate, locally grown food. They support removing GST entirely from food to make the weekly shop cheaper.
    • Bills & Cost of Living: Proposes a major tax overhaul, including a large tax-free income threshold (meaning people wouldn't pay tax on their first earned dollars) and a wealth tax on high-net-worth individuals to fund community and whānau support.

2. Parties focused on smaller government, lower taxes, and business growth (National, ACT, NZ First)

These parties argue that high living costs are largely driven by government debt, waste, and over-regulation. They believe that if you leave more money in people's and businesses' pockets, the economy will grow and prices will naturally stabilize.

  • National:
    • Food & Groceries: Generally avoids direct government ownership or price controls, but focuses on structural market changes—such as looking at ways to split up supermarket chains to encourage more competition. Their approach to school lunches has favored targeted funding rather than universal open-ended models.
    • Bills & Cost of Living: Focuses on cutting government waste, reducing public sector operating costs, and providing tax relief to help households keep more of what they earn.
  • ACT:
    • Food & Groceries: Opposes heavy government intervention in the food industry, arguing that price controls and breaking up private companies can backfire or harm local businesses. They believe free-market competition is the best cure.
    • Bills & Cost of Living: Strongly advocates for shrinking the size of government, cutting public spending significantly, and simplifying income tax brackets (pushing toward a lower, flatter tax system). They believe government spending is what fuels inflation and makes bills higher.
  • New Zealand First:
    • Food & Groceries: Acknowledges food affordability as a core part of the crisis and has historically looked at measures like removing GST from basic food items.
    • Bills & Cost of Living: Focuses on cutting back on government consultants, tightening rules around benefits, and investing heavily in infrastructure while managing immigration and government spending to reduce economic pressure.

Summary Checklist to Help You Decide:

  • If you think the government should step in directly to cap prices, build rival supermarkets, or provide free services (like transport or lunches) funded by taxing wealthier people, you will likely lean toward parties like Labour, the Greens, or Te Pāti Māori.
  • If you think the government should spend less, cut red tape, and lower taxes so that people and businesses have more freedom and money to handle their own bills, you will likely lean toward parties like National, ACT, or NZ First.

As a first-time voter, which of these two general directions feels closer to how you think the country should solve these problems?

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'm an eligible voter who finds political jargon difficult and hasn't voted before. I want clear explanations without being talked down to. I am considering my vote in the 2026 New Zealand general election. What do parties want to do about food and bills? Explain the differences simply.

Welcome to voting! It is completely normal to find political talk confusing. Parties often use heavy buzzwords, but when you strip that away, their ideas for lowering your food and grocery bills come down to a few basic approaches: letting the free market work, changing how big supermarkets do business, or the government stepping in more directly.

The 2026 general election features different perspectives on how to handle food prices and the cost of living:

  • National (Led by Christopher Luxon) : National's approach is cautious about the government playing executive. According to party statements and reporting by Consumer NZ and RNZ, National supports splitting up major supermarket structures (like Foodstuffs), but says they will only do it if the independent market watchdog—the Commerce Commission—recommends it. They argue that politicians shouldn't be micro-managing private businesses from Parliament, preferring to rely on official expert advice rather than forced political interference.

  • Labour (Led by Chris Hipkins) : Labour wants heavy, direct intervention in the grocery sector. As outlined by Consumer NZ, Labour proposes legally forcing big supermarket companies to separate their wholesale operations (how they buy and supply food) from their retail stores (the supermarket aisles you shop in). They argue this will stop big chains from freezing out smaller, independent grocery competitors. Labour also wants to give the Commerce Commission extra powers to take dominant companies to court over excessive pricing. [Consumer NZ]

  • Green Party : The Greens want even stronger government action than Labour. According to Consumer NZ, their headline policy involves creating a publicly-owned national supermarket chain (tentatively called "KiwiMart") to directly compete with the existing major duopoly. They also want to increase funding for the Commerce Commission and introduce automatic financial compensation for shoppers if a supermarket overcharges them. [Consumer NZ]

  • ACT (Led by David Seymour) : ACT opposes heavy government interference in the grocery market. According to party announcements reported by RNZ and ACT, ACT argues that politicians trying to break up private companies or force price controls is heavy-handed and damages business confidence. They believe that threatening to break up successful companies scares off international investment and new overseas competitors (like Costco or Aldi) from coming to New Zealand, which they say ultimately harms long-term growth and prices.

  • New Zealand First : NZ First views high food costs as part of a wider cost-of-living problem. While they haven't run on a standalone food manifesto, they generally favour tighter controls and monitoring around market competition and foreign ownership, aligning with practical interventions rather than radical market overhauls. [RNZ]

Summary of the Choices

  • More Government Action / Market Restructuring: Labour and the Greens want the government to actively force structural changes, break up supermarket supply chains, or set up public alternatives.

  • Cautious or Free-Market Approach: National prefers letting independent regulators guide structural decisions rather than politicians, while ACT argues that government meddling hurts business growth and discourages new competitors from entering the country.

Ask anything

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