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 a Māori parent in a working household. I want to compare household costs and local services, and I also care about Te Tiriti and Māori participation in decisions. I am considering my vote in the 2026 New Zealand general election. What are parties proposing that could help a working whānau with household costs?

2026 New Zealand election: what could help a working whānau?

For a working whānau, the important question is not just which party promises lower costs. It is which policies could leave more money in your household each week, improve access to local services, and give Māori a meaningful role in decisions affecting their whānau, hapū and iwi.

New Zealand's general election is scheduled for 7 November 2026. The parties are offering different approaches to household costs, from tax changes and direct financial support to cheaper healthcare, electricity reforms, transport subsidies and greater competition in supermarkets. The main parties vying to form New Zealand's next governmentLabour's Cost of Living PlanManifesto 2026

Here is a comparison of the main parties' current proposals, focusing on working households and Māori participation. These are campaign commitments, not guaranteed outcomes.

1. Compare the main parties' cost-of-living proposals

Figures and proposals below are based on published 2026 campaign material and reporting available as of 18 October 2026.

South Island Election Conference 2026

Labour

Focus: everyday bills and public services

Labour proposes three free GP visits per person annually, removing the $5 prescription charge, weekly public transport fare caps, a three-year fuel-tax freeze, low-interest solar loans and action against excessive prices for essentials. It also proposes bringing back fresh, locally made school lunches from 2028. Labour's Cost of Living PlanElection policy tracker: what the parties are promising

Potential household benefit: Less spent on healthcare, commuting and energy, depending on how your household uses those services.

Labour's cost-of-living plan

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

National

Focus: low taxes, economic growth and competition

National promises no new taxes, aims to grow employment and wages, and proposes separating New World and PAK'nSAVE so they compete more directly. Other policies include affordable-power initiatives, a home energy fund and easier access to 5% first-home deposits. 2026 Election PolicyNo new taxes under National, if re-elected on November 7Our Plan

Potential household benefit: Keeping more of your earnings if tax settings and your circumstances work in your favour, alongside possible longer-term gains from jobs, energy and competition policies.

National's 2026 policies

Green Party NZ (@NZGreens) on X

Green Party

Focus: income support, housing and public ownership

The Greens propose no income tax on the first $10,000 earned, a wealth tax on net assets above $10 million, higher taxes on the largest corporations and banks, a publicly owned power company, interest-free solar and battery loans, and a publicly owned supermarket chain. Their manifesto also sets out broader social support and affordable-housing measures. Manifesto 2026Greens commit to tax the super-rich and large corporates fairly, cut income tax for 96%The main parties vying to form New Zealand's next government

Potential household benefit: Income-tax reductions for most taxpayers and measures aimed at energy, housing and grocery costs. The overall effect depends on income, assets and how the policies are implemented.

Greens' 2026 manifesto

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

New Zealand First

Focus: structural reform of power and supermarkets

NZ First proposes breaking up electricity companies that both generate and retail power, and splitting up a major supermarket operator. Its policy platform also proposes automatic KiwiSaver enrolment at birth with an initial Crown contribution for eligible New Zealand citizens. Our PolicyThe main parties vying to form New Zealand's next government

Potential household benefit: Greater competition could put downward pressure on power and grocery prices, although savings are not guaranteed.

NZ First policies

New Zealand Legislative Election Winner 2026 Odds | Polymarket

ACT

Focus: lower government spending and taxes

ACT's 2026 fiscal plan prioritises reducing government spending outside protected frontline services, returning the budget to surplus without new taxes, and removing tax on qualifying KiwiSaver investment earnings. It also advocates more competition in supermarkets and easier access to some care through pharmacists. ACT New ZealandACT New Zealand

Potential household benefit: More of your earnings and investment returns may be retained, with the effects on public services depending on how spending reductions are carried out.

ACT's fiscal plan

New Zealand Legislative Election Winner 2026 Odds | Polymarket

Te Pāti Māori

Focus: Māori-led solutions, incomes and rangatiratanga

Te Pāti Māori proposes removing income tax on the first $30,000 earned, funding services through higher taxes on the wealthiest, and reforms in housing, health and education. It has also made stronger legal protection for Te Tiriti and constitutional transformation a bottom line for post-election negotiations. Tāmaki Makaurau: Meet two candidates vying for the smallest Māori seatTe Pāti Māori’s Te Tiriti entrenchment plan: How would it work, and could it happen?

Potential household benefit: More take-home pay for eligible earners and increased investment in services and Māori-led initiatives, depending on the final tax and funding arrangements.

Te Pāti Māori

Current party and logo applications  | Elections NZ

Opportunity Party

Focus: direct income support and tax reform

Opportunity proposes a Citizen's Income of up to $370 a week for most adults, funded primarily through an annual land-value tax. It also proposes changing retirement savings arrangements and expanding affordable housing finance, including access for iwi and community housing providers. Tax ResetAffordable HousingThe main parties vying to form New Zealand's next government

Potential household benefit: A substantial direct income payment, particularly relevant to some working renters, offset by the proposed land tax and the wider changes to existing benefits and taxes.

Opportunity's Tax Reset

2. What do these policies mean for your actual household budget?

A policy announcement only helps if it changes what your whānau pays or receives. These are the main areas worth comparing.

Household cost What to look for
Groceries Supermarket competition, restrictions on excessive pricing, and support for household incomes
Power Lower-cost electricity, solar support, energy efficiency and protections against overcharging
Rent or mortgage Affordable housing construction, rental standards, interest costs and tax changes
Getting to mahi Public transport fares, fuel taxes and access to reliable transport
Tamariki and education School lunches, transport, childcare and education-related costs
Healthcare GP fees, prescriptions, dental care and access to local services
Take-home pay Income-tax changes, direct payments, wages and any new taxes or contributions

One important distinction: lower taxes and higher household income are not the same thing as lower prices. A tax cut may increase your take-home pay, while a competition reform aims to change what you pay at the checkout. Direct support may help immediately, while housing and electricity reforms could take longer to affect bills.

3. Te Tiriti, Māori participation and local services

Given that Māori participation in decisions matters to you, it is worth comparing parties on more than their household-cost policies.

Te Tiriti and constitutional arrangements

Te Pāti Māori proposes a Te Tiriti commission with oversight powers and making Waitangi Tribunal recommendations binding on the Crown. Labour's leader has rejected key elements of that proposal. The Green Party's manifesto explicitly centres honouring Te Tiriti. These are significant differences in how parties propose to structure Crown accountability and Māori authority. Te Pāti Māori’s Te Tiriti entrenchment plan: How would it work, and could it happen?Manifesto 2026

Māori decision-making and tino rangatiratanga

Look at whether a party proposes Māori representation in decisions, iwi and hapū involvement in resource management, Māori-led service delivery, and meaningful participation in policy design. The Green Party's manifesto emphasises community power and Te Tiriti; Te Pāti Māori proposes more substantial constitutional change. Manifesto 2026Te Pāti Māori’s Te Tiriti entrenchment plan: How would it work, and could it happen?

Access to services that work for whānau

Compare commitments to affordable primary healthcare, kaupapa Māori health and social services, housing delivered with iwi or Māori providers, and access to education and transport. Ask whether funding is new, ongoing and accessible in practice, rather than simply an announcement of support.

How decisions are made

The National-led government's approach has emphasised narrower interpretations of Treaty obligations in some areas, while the Greens and Te Pāti Māori advocate stronger recognition of Te Tiriti. You can compare the parties' specific proposals and records through the 2026 Te ao Māori policy comparison. Policies for Party vote - NZ Election 2026The main parties vying to form New Zealand's next government

4. A practical way to assess each party

Before deciding how to vote, consider these questions alongside each party's published policies:

  • Immediate relief: What would change in my weekly or fortnightly budget during the first year?
  • Eligibility: Would my household qualify, and are there income, age, employment or homeownership conditions?
  • Trade-offs: Would another tax, higher contribution or reduction in a service offset the benefit?
  • Delivery: Is there a published implementation date, funding plan and accountable agency?
  • Whānau and community: Does the proposal support Māori-led services and genuine Māori participation in decisions, including decisions about whenua and natural resources?
  • Coalition feasibility: Could the party secure enough parliamentary support to implement its proposal? Under MMP, election commitments may be negotiated or changed after the election. The main parties vying to form New Zealand's next governmentTe Pāti Māori’s Te Tiriti entrenchment plan: How would it work, and could it happen?

For a further independent comparison, visit The Conversation's 2026 election policy tracker or Policy.nz's 2026 party policy guide.

5. Let's make the comparison relevant to your whānau

I can turn these national proposals into a household comparison, including which policies might affect your budget directly and which would depend on longer-term changes to public services.

Optional — share only what you're comfortable sharing. No exact income or address is needed.

The aim is to help you weigh both parts of the decision: what might ease the pressure on your whānau's budget, and what kind of relationship between Māori, the Crown and public decision-making you want to see in Aotearoa.

Ask anything

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Gemini · No location

I'm a Māori parent in a working household. I want to compare household costs and local services, and I also care about Te Tiriti and Māori participation in decisions. I am considering my vote in the 2026 New Zealand general election. What are parties proposing that could help a working whānau with household costs?

For a working Māori whānau navigating cost-of-living pressures, household expenses, and the upholding of Te Tiriti o Waitangi, the major political parties offer distinct ideological pathways and policy platforms for the 2026 general election.

Household Costs and Tax Relief

Parties differ fundamentally on how to ease financial pressure on working households, splitting between broad income tax adjustments, targeted cost-of-living interventions, or structural tax overhauls:

  • National and ACT: Focus primarily on managing the economy through spending restraint rather than introducing new taxes. Their approach relies on keeping existing income tax settings stable and controlling government expenditure to curb inflation, arguing that avoiding new taxes protects working families from added financial burdens.
  • Labour: Focuses on easing costs for working households through targeted measures, alongside a proposed capital gains tax on investment properties (excluding the family home and KiwiSaver) designed to generate revenue specifically ring-fenced for public health.
  • Te Pāti Māori: Has campaigned on its "Kiwi Tax Plan," which proposes a $30,000 tax-free income threshold to put more cash directly into the pockets of lower- and middle-income earners. To offset this, they propose wealth and land taxes targeting the top tier of earners and asset holders, alongside targeted support like food cost relief mechanisms for lower-income households.
  • Green Party: Proposes broad structural tax reforms, including an annual wealth tax and a capital acquisitions tax on high-value assets, paired with income tax reductions for lower- and middle-income earners and aggressive renter protections (such as rent control caps) to ease housing cost burdens.

Te Tiriti o Waitangi and Māori Participation in Decisions

The parties also present contrasting views on the role of Te Tiriti o Waitangi, co-governance, and Māori representation in public decision-making:

  • Te Pāti Māori and the Green Party: Strongly champion Tiriti-centric governance, co-governance arrangements, and the protection of Māori rights across public services, health, and local government. They advocate for independent Māori funding streams (such as dedicated Māori health authorities or self-determined whānau social services) and structural changes to ensure decision-making power is shared equitably.
  • Labour: Supports the ongoing application of Te Tiriti principles within legislation and public institutions, emphasizing partnership through Crown-Māori relations, though generally favoring integrated service delivery models rather than fully autonomous parallel systems.
  • National, ACT, and New Zealand First: Generally oppose formal co-governance models and race-based targeting in public services and local government decisions. Their platforms emphasize a "one law for all" approach, often seeking to review or narrow the formal use of Treaty principles in legislation, resource management, and public agency mandates, while favoring universal public service delivery over ethnically targeted initiatives.

When evaluating your vote, consider whether your whānau benefits more from universal tax relief and spending restraint, or progressive wealth-redistribution and targeted Tiriti-based service models.

Ask Gemini

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Google AI Mode · No location

I'm a Māori parent in a working household. I want to compare household costs and local services, and I also care about Te Tiriti and Māori participation in decisions. I am considering my vote in the 2026 New Zealand general election. What are parties proposing that could help a working whānau with household costs?

Political parties in New Zealand approach the 2026 general election with distinct strategies for household costs, local public services, and Te Tiriti o Waitangi. For a working Māori whānau, these policies balance tax cuts and economic management against targeted cost-of-living relief, public service funding, and Māori-Crown governance.


Overview of Major Party Approaches

New Zealand Labour Party

Labour’s platform focuses on direct market intervention to lower daily household expenses and protect consumer rights: [NZ Labour Party]

  • Groceries and Essentials: Proposes banning price gouging on essential goods and breaking open the supermarket duopoly. [NZ Labour Party]

  • Education and Whānau Costs: Aims to reduce back-to-school expenses via cheaper school uniforms, expanded/protected healthy school lunches, and restored rural school bus routes. [NZ Labour Party]

  • Transport and Utilities: Proposes fairer fuel pricing, right-to-repair rules for vehicles, and banking/Kiwibank competition to reduce financial overheads. [NZ Labour Party]

  • Te Tiriti & Governance: Maintains a traditional commitment to Te Tiriti principles in public policy and co-design frameworks, contrasting with the current coalition’s rollback of specific Treaty clauses.

New Zealand National Party (Coalition Government)

National’s approach centers on income tax relief, business-led growth, and streamlining public spending:

  • Household Incomes: Focuses on personal income tax threshold adjustments and inflation control to let working families keep more of their wages.

  • Local Services & Infrastructure: Emphasizes local infrastructure delivery, housing supply reforms, and trades/vocational training pathways.

  • Te Tiriti & Governance: Continues a policy of reviewing and clarifying references to the Principles of the Treaty of Waitangi across legislation to ensure equal treatment rather than separate co-governance mechanisms. [hansard.parliament.nz]

Te Pāti Māori (The Māori Party)

Te Pāti Māori places whānau well-being, economic justice, and constitutional transformation at the center:

  • Cost of Living Relief: Advocates for removing GST off core food items and essentials, implementing wealth/capital gains taxes on high-end assets, and raising the minimum wage to a living wage.

  • Whānau Services: Pushes for Māori-led social service, health (expanding the role and funding of Te Aka Whai Ora equivalents or iwi-provider commissioning), and housing delivery.

  • Te Tiriti & Self-Determination: Promotes constitutional transformation based on Matike Mai Aotearoa, reinforcing independent Māori authority, decision-making rights, and binding Te Tiriti obligations in all local and national jurisdictions.


Comparison of Key Focus Areas for a Working Whānau

Focus Area Labour Party Approach National Party Approach Te Pāti Māori Approach
Everyday Expenses Price controls, supermarket competition, school lunch/uniform relief. Income tax threshold relief, inflation containment. GST removal on food, living wage enforcement, targeted whānau grants.
Local Services Public funding for regional transport, health, and schools. Streamlined council infrastructure rules, public-private partnerships. Iwi- and hapū-partnered local service delivery and community assets.
Te Tiriti & Decision-Making Upholding Treaty clauses and co-design in public policy. Reviewing/clarifying Treaty clauses to avoid separate systems. Constitutional transformation, self-determination, and binding co-governance.

Evaluating Your Vote

When deciding which path aligns with your whānau:

  • If you prioritize immediate price caps and relief on school/grocery costs: Parties like Labour emphasize market regulation and direct family subsidies.

  • If you prioritize take-home pay through tax cuts and economic stability: Center-right parties focus on tax threshold adjustments and business investment.

  • If you prioritize structural Te Tiriti protection and Māori-led decision-making: Independent or kaupapa Māori movements like Te Pāti Māori push for constitutional change, while center-left/right parties hold opposing views on statutory Treaty principles. You can review broader community and poverty-reduction metrics via independent trackers such as the Salvation Army Policy Platform. Cost of Living: Keeping Up with Everyday Costs - Salvation Army

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AI Overviews · No location

I'm a Māori parent in a working household. I want to compare household costs and local services, and I also care about Te Tiriti and Māori participation in decisions. I am considering my vote in the 2026 New Zealand general election. What are parties proposing that could help a working whānau with household costs?

AI Overview

For the 2026 New Zealand general election , major political parties are tackling the cost-of-living squeeze on working whānau with distinctly different strategies. The main battleground balances immediate relief—like tax structures and target costs—against long-term investments in community infrastructure.

A direct comparison highlights what the National Party , Labour Party , and Te Pāti Māori are proposing to lower household bills and shape local decision-making:

Party Policy Comparison for Working Whānau

Feature / Issue National Party Labour Party Te Pāti Māori
Household Energy & Power Bills Reviewing power lines companies and Transpower to enforce revenue caps. Mandating two-day approvals for residential rooftop solar grid connections. Proposing the "SolarSaver" scheme to subsidise residential solar installations, aiming to reduce annual power bills by roughly $1,000 for participating homes. Pushing for "Energy Sovereignty" via community energy ownership, shifting control and profits directly to local and Māori communities.
Healthcare Access Funding four years of hospital and GP clinic cost pressures ($14.57b total) to keep current frontline services open. Introducing three free GP visits per year , free prescriptions, free maternity scans by 2028, and a doctor loan scheme. Campaigning for fully funded, whānau-centred, Māori-led health services (Taimaru pou) to return health decisions to the community.
Taxation & Income Support Pointing to recent increases in Working for Families credits, the FamilyBoost childcare subsidy, and temporary fuel tax relief. Proposing to grow the economy by 2.7% annually to raise wages organically. Funding new relief by introducing a 28% capital gains tax on investment property profits (excluding the family home). Freezing fuel taxes for 3 years and cutting 10% off student loans. Implementing a "Kiwi Tax Plan" that shifts the burden off workers, making the first $30,000 earned tax-free and implementing a new 5% stamp duty on non-first-home residential sales over $1M.
Daily Costs (Food & Transit) Focusing on driving down general inflation to lower supermarket checkout prices. Removing GST from fresh fruit and vegetables. Breaking up the major grocery duopoly and placing a $20/week cap on public transport fares ($10 in smaller regions). Completely removing GST from all kai (food) to lower grocery bills immediately.
Te Tiriti & Decision-Making Promoting a single, centralized approach to public services, which has included reviews of co-governance and shifting decision-making away from iwi-focused mandates. Intending to restore the previous pay equity regime for care and support workers (disproportionately affecting Māori women) and utilizing local community partnerships for services. Championing Te Tiriti-based constitutional transformation (Mana Motuhake). Enforcing strict Crown obligations, protecting iwi voting rights on local councils, and shifting $200M to independent, Māori-governed commissions.

Key Takeaways for Your Vote

  • The National Party focuses on economic growth, energy regulation to lower bills, and broader public spending management rather than introducing new direct subsidies.
  • The Labour Party focuses on reducing out-of-pocket operational costs for parents (doctors, buses, groceries) funded by taxing property investments.
  • Te Pāti Māori places structural change and self-determination at the center of their plan—seeking to put thousands of dollars back into low-to-middle income pockets through tax reform while shifting local service assets (like power and health) directly into Māori hands.

If you would like to explore this further, let me know if you want to look deeper into the housing affordability policies of these parties, or details on how they plan to fund local school and childcare support.

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