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'm 18, starting an apprenticeship and living with my parents. I want to become financially independent but don't understand how voting works. I am considering my vote in the 2026 New Zealand general election. How do my two votes work, and what does voting for a smaller party actually mean?

First, congratulations on starting your apprenticeship. At 18, you're at a point where decisions about wages, tax, housing, training and the cost of living can start affecting your independence quite directly.

The good news is that New Zealand's voting system is easier to understand than it first sounds. You don't need to belong to a political party, understand every policy, or have a lot of money to have a meaningful vote.

Let's break it down.

1. How your two votes work

New Zealand uses a system called Mixed Member Proportional (MMP).

When you vote in the 2026 general election, you'll receive a ballot paper with two separate votes.

Your two votes

Vote 1

Party vote

You choose the political party you want represented in Parliament.

This largely determines how many seats each party gets in Parliament.

Vote 2

Electorate vote

You choose the person you want to represent your local electorate.

This determines who becomes your local MP.

Here's an example:

Imagine you vote:

  • Party vote: Party A.
  • Electorate vote: A candidate from Party B.

That's completely allowed!

You do not have to vote for the same party in both sections.

Your party vote helps determine the overall political balance of Parliament, while your electorate vote chooses your local representative.

2. What happens to your party vote?

This is where MMP gets interesting.

Imagine Parliament has 120 seats. If a party receives 10% of the party vote, it would generally be entitled to approximately 12 seats.

If another party receives 40%, it would generally be entitled to approximately 48 seats.

This means smaller parties can have a genuine influence on Parliament, even if they don't win many local electorates.

The important distinction is that your party vote is not wasted simply because you vote for a smaller party.

3. What does voting for a smaller party actually mean?

There is an important rule in New Zealand called the 5% threshold.

For a political party to get seats in Parliament, it generally needs to:

  • Receive at least 5% of the nationwide party vote; OR
  • Win at least one electorate seat.

Let's look at some examples.

Smaller party's result What happens?
Gets 8% of party votes Qualifies for roughly 10%? No — roughly 8% of Parliament's seats.
Gets 3% and wins an electorate Can still get seats in Parliament.
Gets 3% and wins no electorate Does not get seats in Parliament.
Gets 1% and wins no electorate Does not get seats in Parliament.

The important thing to understand is:

Your vote does not automatically transfer to a bigger party if your chosen smaller party misses the threshold.

For example, if you give a smaller party your party vote and it gets 3% without winning an electorate, that vote is not reassigned to another party.

This is one of the biggest things to understand when deciding how to use your party vote. What is MMP?How are MPs elected?Electoral Commission

4. What happens after everyone votes?

Once votes are counted:

  1. The Electoral Commission works out how many seats each qualifying party should receive.
  2. Parties fill their seats with electorate MPs and candidates from their party lists.
  3. Parties negotiate if they need support from other parties to form a government.
  4. A government is formed, and Parliament begins its work.

For example, a smaller party might receive 7% of the party vote and get around 8 or 9 MPs in a Parliament of approximately 120.

Those MPs can:

  • Ask questions of government ministers.
  • Debate proposed laws.
  • Vote on legislation.
  • Negotiate with larger parties.
  • Support or oppose government proposals.
  • Advocate for issues important to their voters.

A smaller party doesn't necessarily need to lead the government to have influence.

What is MMP?How are MPs elected?

5. What should you consider as an apprentice?

This is where voting becomes relevant to your everyday life.

You don't have to choose a party based on what your parents support, what your friends support, or which party has the biggest advertising campaign.

You can look at the policies that might affect your financial independence over the next 5–10 years.

Here are some subjects worth investigating:

Issue Why it could matter to you
Apprenticeships and training Support for trades, qualifications and training costs.
Wages and minimum wage How much you earn as your skills develop.
Income tax How much of your pay you take home.
Housing Whether renting or eventually buying becomes more affordable.
Cost of living Food, transport, power and everyday expenses.
Public transport How affordable it is to get to work.
Healthcare Access to affordable healthcare.
Student and training support Financial support while gaining qualifications.

One useful exercise is to ask yourself:

  • Which policies would help me earn more over time?
  • Which policies would make it easier to save for a home?
  • Which policies would make it easier to get ahead financially?
  • Which policies would affect my future family and lifestyle?
  • Which parties have actually explained how they would pay for their promises?

You don't have to agree with a party on absolutely everything.

6. Can you vote in the 2026 election?

Yes, being 18 means you meet the minimum voting age.

You also need to meet New Zealand's citizenship or residency requirements and be enrolled.

Important 2026 election dates

  • Advance voting: 26 October – 6 November 2026.
  • Election day: Saturday 7 November 2026.
  • Election day voting closes at 7pm.
  • Enrolment deadline: midnight, Sunday 25 October 2026.

Enrolment deadline has passed

If you were already enrolled by the deadline, you can still vote. If you weren't enrolled by then, you cannot enrol for this election. What happens in a general election?Vote in a general election or referendumWhat to do

You can check your enrolment information through the official website:

Vote NZ – Electoral Commission

You don't need to take photo ID to vote. Your EasyVote card is helpful but not essential if you're enrolled. What to do

7. How I'd suggest you approach your first election

Rather than starting with party names, start with your own priorities.

For example, imagine your goals are:

  • Finish your apprenticeship.
  • Increase your income.
  • Build up savings.
  • Eventually move out of your parents' home.
  • Buy a car or house.
  • Become financially independent.

You can use those goals to assess what different parties are proposing.

A useful independent comparison website is:

Policy.nz – Compare political parties and their policies

Look at what parties say about apprenticeships, wages, housing, tax and the cost of living. Pay attention to the details, not just the promises.

8. One thing I'd like you to understand before choosing

There are two separate decisions:

  • Your party vote: Which party do you want to have influence in Parliament?
  • Your electorate vote: Which individual do you want representing your local area?

You can vote for a small party with your first vote and a candidate from a major party with your second vote.

You can also vote for a smaller party even if it isn't currently represented in Parliament. Just understand the 5% threshold and the possibility that it may not win seats.

There isn't one correct way to vote. The important thing is understanding what your votes do and making your own decision.

One question to help me explain the next step:

When you think about becoming financially independent, which of these matters most to you right now?

  • A. Earning more money and keeping more of my wages.
  • B. Being able to afford rent and eventually buy a house.
  • C. Getting support to complete my apprenticeship and build a career.
  • D. Lowering everyday expenses like food, petrol and power.
  • E. A combination of all of these.

I can then walk you through how to compare the 2026 parties' actual policies on those subjects, without telling you which party to vote for.

Ask anything

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Gemini · No location

I'm 18, starting an apprenticeship and living with my parents. I want to become financially independent but don't understand how voting works. I am considering my vote in the 2026 New Zealand general election. How do my two votes work, and what does voting for a smaller party actually mean?

Shifting into the workforce, earning your own money, and stepping up to vote are huge milestones. Starting an apprenticeship means you are contributing directly to the economy, and having a say in how New Zealand is run is a powerful way to protect your interests (from income tax thresholds and cost-of-living policies to support for trades training).

New Zealand uses a voting system called MMP (Mixed Member Proportional). When you walk into the voting booth, you get two distinct votes that do entirely different jobs.


1. How Your Two Votes Work

  • The Party Vote (The Heavy Lifter):
    • What it does: This is the most important vote you cast. It decides the overall makeup of Parliament—meaning the proportion of seats every political party gets. If a party wins 30% of the nationwide party vote, they get roughly 30% of the 120 seats in Parliament.
    • Why it matters to you: This vote directly determines which parties have the power to form the government and who becomes Prime Minister.
  • The Electorate Vote (Your Local MP):
    • What it does: This vote chooses the specific Member of Parliament (MP) to represent the local geographic area where you live, regardless of their party. Whoever gets the most votes in your electorate wins that single seat.
    • Why it matters to you: This ensures every region in New Zealand has a local representative you can go to with community issues. However, it doesn't change the balance of power in Parliament nearly as much as the party vote.

2. What Voting for a Smaller Party Actually Means

Under MMP, smaller parties play a massive role, but there are specific rules and strategic choices you need to be aware of:

  • The 5% Threshold Rule:
    For a party to enter Parliament and claim seats based on its party vote, it generally needs to win at least 5% of the total party vote nationwide, OR win at least one local electorate seat.
  • What happens if they miss it? ("Wasted" Votes):
    If you give your party vote to a smaller party, and they fail to reach 5% and fail to win an electorate seat, that party doesn't get into Parliament. Politically, this is often called a "wasted vote" because those votes are stripped out of the final calculation, which indirectly benefits the larger parties that did make it in.
  • The Power of Small Parties (Kingmakers):
    If a smaller party does cross the 5% threshold (or wins an electorate), they enter Parliament with real leverage. Because New Zealand rarely sees a single party win a majority of seats on its own, large parties usually have to form coalitions or supply agreements with smaller parties to govern. This means a smaller party can heavily influence government policy, acting as a "kingmaker."

Summary for First-Time Voters

  • Vote with intent: Use your party vote for the party whose values and economic vision (like support for apprentices, housing, or taxes) you align with most.
  • Check the polls: If you are thinking of voting for a minor party polling right around the 5% mark, look closely at where they stand so you can decide if you want to risk your vote or play it safer with a larger party.

Are there specific issues—like cost of living, housing, or training support—that matter most to you as you start your career?

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'm 18, starting an apprenticeship and living with my parents. I want to become financially independent but don't understand how voting works. I am considering my vote in the 2026 New Zealand general election. How do my two votes work, and what does voting for a smaller party actually mean?

Welcome to adult life and the wonderful (and slightly confusing) world of New Zealand's political system! Stepping into an apprenticeship and looking at financial independence is a massive milestone, and taking an interest in how your voice shapes the country is a great part of that.

New Zealand uses a voting system called Mixed Member Proportional (MMP). Under MMP, every eligible voter gets two votes on election day: your Party Vote and your Electorate Vote.


1. How Your Two Votes Work

  • The Party Vote (The Big Picture):

  • What it is: You vote for the political party you want to see in government.

  • What it does: This is the most powerful vote in determining the overall makeup of Parliament. If a party gets 30% of the total party vote nationwide, they get roughly 30% of the 120 seats in Parliament. These seats are filled using the party's pre-ranked "party list" of candidates.

  • The Electorate Vote (Your Local MP):

  • What it is: You vote for an individual local candidate to represent the specific geographic area (e.g., your local electorate) where you live.

  • What it does: The candidate who gets the most votes in your local area wins that seat and becomes your local Member of Parliament (MP), regardless of what party they belong to.

Note: You don't have to vote for the same party for both. You can "split your vote"—voting for a candidate from one party locally, but giving your party vote to a completely different party.


2. What Voting for a Smaller Party Actually Means

In an MMP system, smaller parties play a massive role, but they have to clear specific hurdles to get into Parliament.

  • The 5% Threshold or Electorate Rule:
    To get a slice of seats in Parliament, a party generally needs to win at least 5% of the total party vote nationwide OR win at least one electorate seat.

  • If a small party hits the mark (e.g., gets 5%+ or wins an electorate):

  • Your party vote directly helps them secure seats in Parliament proportional to their percentage.

  • Because major parties (like Labour or National) rarely win enough absolute party votes to govern completely alone, small parties often become kingmakers. They enter coalition or support agreements with larger parties to help form a government, meaning they have a direct hand in shaping laws, budgets, and policy compromises.

  • If a small party misses the mark (gets under 5% and wins no electorate seats):

  • Their votes are effectively treated as "wasted" in terms of seating allocation—they don't help that party get into Parliament, and the remaining seats are divided up among the parties that did cross the threshold.

If you want to look into the specifics of how the vote is managed, check out the official breakdown on the Electoral Commission NZ.

Ask anything

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

AI Overviews · No location

I'm 18, starting an apprenticeship and living with my parents. I want to become financially independent but don't understand how voting works. I am considering my vote in the 2026 New Zealand general election. How do my two votes work, and what does voting for a smaller party actually mean?

AI Overview

Congratulations on starting your apprenticeship! Living with your parents while earning a wage is one of the strongest foundations you can have for building financial independence. You are in a prime position to save, learn a high-demand trade, and take control of your financial future.

Taking an interest in the election is a major step toward independence. In New Zealand’s Mixed Member Proportional (MMP) system, your two votes give you a massive say in how the country is run , because they allow you to separate the local politician who serves your neighborhood from the party whose nationwide economic policies affect your wallet. superprof.co.nzWhat Is MMP? MMP Meaning and How It Works in New ZealandWhat is the MMP overhang? by The Spinoff on The Spinoff - 1 minute 35 seconds

Here is exactly how your two votes work and what it means to back a smaller party.


How Your Two Votes Work

When you step into the voting booth for the 2026 general election, your ballot paper will ask you to make two distinct choices: elections.nzWhat happens in a general election? | Elections NZHow MMP Works in New Zealand: 2 Votes for 2026 General

Vote Type What it is How it works Why it impacts your money
1. The Party Vote (The most important) You choose the political party you want to run the country. This vote decides exactly how many seats a party gets out of the roughly 120 seats in Parliament. If a party gets 10% of the party vote, they get roughly 10% of the seats. This shapes the national government and dictates major laws like income tax brackets, apprenticeship subsidies, and workplace rules.
2. The Electorate Vote You choose the individual person (MP) you want to represent your local area. The candidate with the most votes in your local district wins the seat. It is a simple "first-past-the-post" race. This gives you a direct line to a local advocate who can address regional infrastructure, community safety, and local business growth.

Note: You do not have to vote for the same party in both columns. You can split your vote—for example, choosing a local candidate from one party because they work hard for your neighborhood, while giving your party vote to a completely different party. en.wikipedia.orgElectoral system of New Zealand - WikipediaVote for what you really want - Otago Daily Times


What Voting for a Smaller Party Actually Means

Because seats are handed out proportionally based on the nationwide party vote, smaller parties have real power in New Zealand. Since it is incredibly rare for a big party (like National or Labour) to get more than 50% of the vote on their own, they almost always have to team up with smaller parties to form a government.

However, to get any seats in Parliament at all, a smaller party must clear the MMP Threshold : parliamentpulse.co.nzHow Does MMP Work in NZ? Voting System Explained | Parliament Pulse

  1. Win at least 5% of the total nationwide party vote , OR

  2. Win at least one local electorate seat. www3.parliament.nzWhat is our MMP voting system? - New Zealand Parliament

If a small party achieves either of these, they enter Parliament. If they miss both, their party votes are set aside, and the seats are divided among the parties that did qualify.

The Power Dynamics of Your Small Party Vote

  • The "Kingmaker" Effect: A small party holding 5% to 10% of the seats can decide which big party gets to be the Prime Minister. In exchange for their support, they can force the larger party to adopt their specific policies (like specific tax cuts, changes to student loans, or apprentice support).

  • A Loud Voice for Niche Issues: Smaller parties often focus heavily on specific areas—like environmental policy, minor business owners, regional development, or specific cultural interests. A vote for them ensures those specific topics cannot be ignored by the bigger players. parliamentpulse.co.nz


Financial Foundations for Your Next Steps

While politics shapes the rules of the game, your daily choices build your personal wealth. As an apprentice earning a wage while living at home, prioritize these steps to kickstart your financial freedom: tahatu.govt.nzAbout apprenticeships Mō ngā piatanga

  • Secure the Adult Minimum Wage: Ensure your employer moves you up to the adult minimum rate of $23.95 per hour once you qualify, or check if you are starting on the training rate ($19.16). Track your hours diligently.

  • Build a "Launch Pad" Fund: You have low living expenses right now. Aim to save a lump sum (e.g., $5,000) into a separate high-interest savings account. This is your future bond for a rental or money for a reliable vehicle.

  • Opt into KiwiSaver: If you haven't already, contribute at least 3% of your paycheck. Your employer must match it, and the government chipped in up to $521 annually in member tax credits. It is free money for your first home deposit.

  • Invest in Tools Early: If your trade requires your own gear, buy quality tools that last. Look into whether your apprenticeship provider offers tool grants or starter allowances.

To help tailor this advice, let me know what trade your apprenticeship is in, if you are currently saving for a specific goal like a car or house deposit, and if you'd like guidance on setting up a automated budgeting system?

Ask anything

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