Evidence · NZ Election 2026 · Edition 5

Every question and original answer

All 174 questions and the 786 complete answers recorded on 23 October 2026. Source lists and sentiment assessments are included, alongside the unchanged original answers.

questions
174
answers saved
786
collected
23 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, with its recorded websites, source-list status and visible links.

    answerId, capture, domains, urls, literalUrls, origin

  • 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, explicit_choice_boundary, conditional_party_or_bloc_alignment, prioritised_shortlist, elicits_additional_user_information, unconditional_single_party_vote_instruction, rationale, evidence, review_provenance

  • 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

  • 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, statement, summary, caveat, value, denominator, evidence

  • Evidence behind the findings

    findings-evidence.csv

    One row per finding, with the records supporting it.

    findingId, rows

  • What changed for each voter

    case-decisions.csv

    One row per voter situation, with the earlier and later readings.

    case, transition, quote, assessment, draft_id, scenario, earlier_result_id, result_id, earlier_quote, earlier_assessment, earlier_review_provenance, current_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, draft_id, block, scenario_id, scenario, issue, priority, common_4_5, complete, national_result_id, city_result_id, same_text, same_party_set, same_displayed_party_set

  • Changes by topic

    issue-tables.csv

    One row per topic, showing answer totals and changes in party names.

    issue, current_answers, matched, changed_party_sets, changed_displayed_party_sets

  • 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

  • Answers compared with 19 October

    pairs.csv

    One row per answer with an earlier counterpart to the same question, assistant and location.

    earlierAnswerId, answerId, questionId, assistant, collectionSetting, askedFrom

  • Statements and sentiment assessments

    claims.csv

    The saved assessments of statements about tracked parties, with their answer references and verified extracts where available.

    claimId, answerId, entityId, role, tone, quote, origin, nativeQuoteVerified

  • 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

  • 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 run a café with a small team. Food and power costs are squeezing margins, customers are spending less, and we've experienced a break-in. I am considering my vote in the 2026 New Zealand general election. If I want to keep the business viable and treat my staff fairly, which party would you recommend, and where might those priorities conflict?

Running a small café means balancing three things that can pull in different directions: keeping enough cash in the business to survive, maintaining fair pay and conditions for your team, and making customers feel confident spending money with you.

For New Zealand’s 2026 general election, I’d examine party policies against those three goals rather than treating “pro-business” or “pro-worker” as a complete answer. The key question is which policies would improve your café’s actual operating margins, and which would shift costs or risks onto you.

Your concerns point to four concrete areas to compare:

  • Operating costs: electricity, food prices, tax, rent and other business expenses.
  • Customer spending: household disposable income and policies that might affect demand for café meals and coffee.
  • Fair treatment of staff: minimum wages, leave, employment protections, pay negotiations and the cost of employing people.
  • Break-ins and security: retail crime prevention, policing, prosecution, victim support and practical help to secure business premises.

How the main parties' approaches compare

The election is scheduled for Saturday 7 November 2026, with advance voting from 26 October. The following comparison uses parties’ published policies and current reporting available in October 2026. Promises are not the same as delivered results. The main parties vying to form New Zealand's next governmentPolicies for Party vote - NZ Election 2026

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

National Party

Main emphasis: lower business friction, investment and law and order.

National's small-business plan includes a 20% immediate deduction for eligible new productive assets, a First Employee Support Package, reduced paperwork, and simpler employment dispute processes. It also advocates no new taxes and has published an energy affordability plan. National’s plan to support Small Businesses2026 Election Policy

Potential conflict: Easier hiring and fewer compliance burdens may help your cash flow, but changes that give employers more flexibility can reduce employees' security. Investment deductions help only if you have taxable income and can afford to invest. Lower taxes do not automatically reduce your food or power bills.

South Island Election Conference 2026

Labour Party

Main emphasis: cost-of-living relief, employment and targeted small-business support.

Labour's published platform includes a Small Business Action Plan, Small Business First, apprenticeship support, fairer workplace policies and measures intended to improve grocery competition and household costs. It also proposes a fuel-tax freeze and a targeted capital gains tax on investment-property profits. Labour's 2026 Election PoliciesLabour's 2026 Election Policies

Potential conflict: Measures to support workers and households may help staff manage living costs and could support customer demand. But employment obligations or other business costs could offset that benefit, depending on the final policies and your circumstances. The proposed tax changes also deserve scrutiny if you own investment property.

New Zealand Legislative Election Winner? Winner Odds | Lines.com

Green Party

Main emphasis: worker wellbeing, environmental transition and affordability.

The Greens' approach places greater weight on social protections and climate action. Their proposals should be assessed for their effect on lower-income customers, workers' living standards and the cost of transitioning to cleaner energy. The 2026 election energy-policy comparison identifies substantial differences between parties on climate and energy approaches. Election 2026: Political polarisation on energy and climate, except solarPolicies for Party vote - NZ Election 2026

Potential conflict: Better income support and stronger worker protections may help employees and potentially local spending. Higher employment costs, compliance requirements or poorly timed transition costs could be difficult for a café with thin margins. Any savings from energy-efficiency measures depend on upfront costs and eligibility.

New Zealand Legislative Election Winner 2026 Odds | Polymarket

ACT New Zealand

Main emphasis: individual choice, market competition and less regulation.

ACT's market-oriented approach is relevant if you want less red tape and more competition among suppliers. It has also argued that reducing barriers to supermarket entry is a better way to improve grocery competition than some forms of structural intervention. ACT reveals supermarkets policy, decries 'insane' break-up proposalsPolicies for Party vote - NZ Election 2026

Potential conflict: Less regulation can reduce some employer costs, but it may also mean fewer protections for staff. Competition reforms may not quickly translate into cheaper café ingredients, and market-led approaches do not guarantee lower electricity prices.

These are differences in policy emphasis, not a ranking of which party would govern best. For a fair comparison, the detailed employment, tax, crime and energy policies matter more than party labels.

Where your four concerns intersect with party policy

Your concern Policies worth examining The trade-off to watch
High food costs Labour and Greens' proposals for fairer wholesale supply and stronger pricing oversight; National's proposed supermarket separation; ACT's focus on new competition. Election 2026: How the main parties plan to improve the grocery sectorMore grocery competition Reforms may take time to lower wholesale prices, and savings for households may not flow through to cafés' suppliers.
High power bills Compare National's supply-and-competition approach with parties proposing more active market intervention or public investment. Power Prices for 2026The politics of power: Comparing energy policies ahead of Election 2026 New generation takes time; renewable investment, market changes and transition costs have different short- and long-term effects.
Customers spending less Compare policies on household disposable income, employment, minimum wages, taxes and the cost of essentials. Policies for Party vote - NZ Election 2026Labour's Cost of Living Plan Supporting household incomes can help demand, but the effect on café sales is uncertain, while higher wages may increase your costs.
Break-in and security Examine each party's policing, repeat-offender, prosecution and crime-prevention proposals. 2026 Election PolicyElection policy tracker: what the parties are promising Tougher penalties do not by themselves guarantee faster police response, fewer break-ins or compensation for your losses.

The central tension: keeping the café viable while paying staff fairly

These priorities aren't necessarily opposites, but they involve different time horizons.

  • Immediate survival: Lower power and ingredient bills, manageable taxes, less paperwork and practical security support can help you remain profitable now.
  • A sustainable workforce: Fair wages, predictable rosters, secure employment and training can help retain good staff. They also have to fit the café's ability to pay.
  • A healthier customer base: When households have more disposable income and feel secure about their finances, they may have more room for discretionary spending. That is a plausible benefit, not a guaranteed increase in café revenue.
  • Long-term resilience: Energy efficiency, reliable electricity supply and better competition among suppliers may help over time, but the upfront investment and time to realise savings matter.

One particularly important detail is to compare employer costs with the policies that actually compensate for them. For example, Labour's published platform includes a commitment to increase compulsory employer KiwiSaver contributions to 6% by 2032, while National's small-business programme emphasises lower compliance costs and employment flexibility. Those are materially different approaches to the balance between worker benefits and employer obligations. Labour's 2026 Election PoliciesNational’s plan to support Small Businesses

How to make your decision

Rather than choosing based on a broad party label, I'd use the following checklist to assess each party's published commitments.

Select the priorities that matter most to you, then use the same checklist when comparing party policies.

Lower food and electricity costsSpecific measures, expected timing, and whether small businesses benefit directly.

Affordable employmentMinimum-wage policy, employer KiwiSaver contributions, leave costs and practical support for small employers.

Fair treatment of staffEmployment security, fair pay, predictable conditions and access to training.

Effective business securityPolice capacity, crime prevention, repeat offending and support after a break-in.

Customer demandCredible measures affecting household disposable income, employment and the cost of essentials.

Credibility and deliveryFunding, implementation dates, measurable outcomes and a realistic path to implementation.

0 of 6 priorities selected

Compare my selected priorities

For a useful starting point, the independent Policy.nz 2026 election guide lets you compare party policies on the economy, while its incomes and employment section covers employment-related proposals. Policies for Party vote - NZ Election 2026Policies for Party vote - NZ Election 2026

My bottom line: There is a real policy choice between reducing the costs and obligations faced by employers and using stronger worker protections and household support to pursue a fairer distribution of economic pressure. For your café, the most useful comparison is which specific proposals could improve your cash flow without undermining the fair treatment of your team. No party's published platform alone can establish which would deliver that outcome.

Ask anything

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Gemini · No location

I run a café with a small team. Food and power costs are squeezing margins, customers are spending less, and we've experienced a break-in. I am considering my vote in the 2026 New Zealand general election. If I want to keep the business viable and treat my staff fairly, which party would you recommend, and where might those priorities conflict?

Running a hospitality business under current economic pressures—tight margins, high power costs, consumer spending fatigue, and security concerns like break-ins—is a challenging balancing act.

When weighing your vote in the 2026 New Zealand general election to protect your business viability while treating your team fairly, no single party offers a silver bullet that neatly satisfies every competing priority. Instead, different political blocs emphasize different levers.


How Different Parties Align with Your Priorities

1. Center-Right Parties (National, ACT, NZ First)

  • Focus: Reducing overheads, easing compliance, and increasing labor market flexibility.
  • Business Viability Alignment:
    • National focuses on cutting compliance and regulatory costs (such as streamlined health and safety guidance and digital adoption support) alongside cashflow/tax adjustments.
    • ACT emphasizes labor market reforms, proposing measures like a minimum wage freeze and adjustments to personal grievance timeframes to lower employer risk and administrative friction.
    • New Zealand First features specific tax relief for small-to-medium enterprises (SMEs), such as proposals to lower the company tax rate for qualifying businesses.
  • Fair Treatment of Staff / Conflicts: While these policies aim to keep businesses afloat (which protects jobs), critics argue that measures like wage freezes or weakened employment protections can negatively impact worker retention, morale, and household spending power—the very spending power your café relies on.

2. Center-Left & Left Parties (Labour, Green Party)

  • Focus: Boosting consumer purchasing power, strengthening worker supports, and improving immediate cashflow.
  • Business Viability Alignment:
    • Labour has proposed targeted small-business support aimed at cashflow (such as an instant asset write-off, lifting the GST-registration threshold, and measures targeting payment terms from larger entities).
    • Their broader economic focus often leans toward lifting lower- and middle-income wages, which directly feeds back into consumer spending at local retail and hospitality spots.
  • Fair Treatment of Staff / Conflicts: These parties strongly prioritize worker rights, higher minimum wage trajectories, and stronger collective bargaining frameworks. For a small café owner facing high power and food costs, complying with enhanced labor mandates or rising wage floors can severely squeeze already thin operational margins.

Where Your Priorities Conflict

Balancing business survival and fair treatment of staff creates a direct policy tension:

  • Cost Controls vs. Fair Compensation: To survive soaring food and power bills, you need to manage fixed labor costs tightly. However, policies that freeze wages or reduce employment protections can demoralize staff or make it harder to retain good people in a tight labor market. Conversely, policies that aggressively push up wages or mandate additional benefits protect workers' living standards, but risk pricing a small café out of operation.
  • Macro Security & Infrastructure: Break-ins and local retail crime point to wider community and law-and-order concerns. While parties debate tougher justice policies versus social interventions, a small business owner needs immediate local security and policing certainty, which sits somewhat parallel to macroeconomic tax and labor debates.

Recommendation & Conclusion

Rather than recommending a single party—which depends heavily on whether you view immediate cost-cutting and regulatory relief or boosting consumer demand and worker security as your primary lifeline—your choice comes down to a strategic trade-off:

  • If your immediate existential threat is overhead, compliance, and cashflow friction, center-right policies (National, ACT, NZ First) offer frameworks geared directly toward lowering business operational costs.
  • If your primary concern is reviving local consumer spending power and you view fair, well-compensated staff as non-negotiable for your café's culture, center-left policies (Labour, Greens) focus more on household income and worker protections, albeit with higher compliance and labor costs.

Which of these pressures—managing your immediate overhead/compliance costs or maintaining staff morale through wage and benefit expectations—feels like the most urgent bottleneck for your café right now?

Ask Gemini

Gemini is AI and can make mistakes.

Captured 23 October 2026 · shown as Gemini gave it, not a verified account

Google AI Mode · No location

I run a café with a small team. Food and power costs are squeezing margins, customers are spending less, and we've experienced a break-in. I am considering my vote in the 2026 New Zealand general election. If I want to keep the business viable and treat my staff fairly, which party would you recommend, and where might those priorities conflict?

Balancing the financial survival of a hospitality business with the welfare of your team is a difficult tightrope, particularly when dealing with high overheads, soft consumer spending, and the added stress of security issues.

Different political parties offer distinct approaches to these pressures, meaning that prioritizing business viability versus staff fairness often pulls in opposite directions depending on the political philosophy.


The Right-Leaning Approach (e.g., National, ACT, NZ First)

Parties on the right generally focus on lowering the cost of doing business, reducing compliance, and stimulating commercial activity to drive customer spending.

  • Where it helps your business:
  • Reduced Compliance & Costs: Proposals from parties like National emphasize cutting red tape, streamlining government information-sharing, and maintaining or expanding flexibility around employment frameworks (such as 90-day trial periods). ACT has advocated for measures like minimum wage freezes or adjusted training wages to directly lower immediate labour overheads.
  • Law and Order Focus: A stronger emphasis on retail crime, ram-raids, and local security directly addresses the safety concerns following a break-in.
  • Where it might conflict with treating staff fairly:
  • Wages and Protections: Wage freezes or reductions in entry-level/training wage structures reduce your immediate outlays, but they transfer the cost of living squeeze directly onto your employees, making it harder for them to keep pace with inflation. Measures making personal grievances or dispute processes harder or faster to close can also be perceived as weakening employee safety nets. [The Spinoff]

The Left-Leaning / Progressive Approach (e.g., Labour, Green Party)

Parties on the centre-left and left focus heavily on boosting household incomes, strengthening worker rights, and intervening in market costs (like groceries and energy) to lift general consumer purchasing power.

  • Where it helps your staff (and indirect customer spending):
  • Incomes and Fairness: Policies from Labour and the Green Party prioritize liveable incomes, fair pay agreements/standards, and stronger worker protections. If low- and middle-income households have more disposable income via tax adjustments or wage growth, local consumer spending at hospitality spots theoretically recovers.
  • Cost-of-living Interventions: Policies targeting fairer grocery and energy/power pricing aim to structurally lower the wholesale and operational baseline for household costs.
  • Where it might conflict with keeping your business viable:
  • Labour Costs and Regulations: Higher mandated minimum wages, sick leave extensions, or stronger collective workplace laws increase direct operational overheads. For a tight-margin café, even small mandated increases in hourly labour costs can be the difference between operating in the black or closing doors.

Where the Priorities Conflict for a Café Owner

  1. Cash Flow vs. Compensation:
    Keeping your business viable right now means minimizing fixed and variable expenses (power, food, labour). Treating staff fairly means ensuring they can afford their own soaring grocery and power bills at home. Policies that relieve your wage bill tend to squeeze your workers' living standards, and vice versa.
  2. Economic Stimulus vs. Operational Mandates:
    Left-leaning policies aim to put more money in consumers' pockets to boost your revenue, but they often fund or structure this through regulations and levies that increase your direct compliance and payroll costs. Right-leaning policies protect your immediate margins from government-imposed cost hikes, but rely on broader, slower market recovery rather than direct income boosts to get customers through your door.
  3. Security and Infrastructure vs. Taxation/Levies:
    Addressing retail crime and community safety requires public investment and law enforcement backing—often favoured by the right—while systemic relief on power or commercial rents might require market interventions or energy sector restructuring proposed across various political lines.

Summary

  • If your immediate existential threat is cash-flow strangulation, payroll weight, and regulatory compliance , a right-leaning policy platform aligns more closely with reducing your overhead burden.
  • If your primary concern is reviving local consumer spending power and ensuring workers keep pace with inflation , a left-leaning platform focuses more on household income support, though at the risk of keeping your direct operating and staffing costs elevated.
Ask anything

Captured 23 October 2026 · shown as Google AI Mode gave it, not a verified account

AI Overviews · No location

I run a café with a small team. Food and power costs are squeezing margins, customers are spending less, and we've experienced a break-in. I am considering my vote in the 2026 New Zealand general election. If I want to keep the business viable and treat my staff fairly, which party would you recommend, and where might those priorities conflict?

AI Overview

Balancing the economic survival of a café with fair staff treatment requires navigating opposing political philosophies in New Zealand. Because different political platforms prioritize distinct levers to tackle inflation, operational costs, and worker welfare, no single party will universally satisfy both goals without compromise.

Choosing where to cast your vote involves determining which trade-offs best align with your business model and personal values.

Option 1: Prioritizing Direct Cost Relief and Business Deregulation (National / ACT)

If your immediate focus is lowering operational costs, reducing compliance burdens, and addressing retail crime, the center-right coalition platforms align closely with business viability.

  • Lower Compliance Costs: These parties generally favor reducing regular increases to the minimum wage, pausing or modifying additional employee leave entitlements (such as sick leave or public holidays), and relaxing elements of the Employment Relations Act. This directly limits the compounding growth of your labor costs.

  • Tackling Retail Crime: Both parties champion tougher sentencing laws, increased police presence, and dedicated retail crime taskforces designed to deter break-ins and offer better protection for small businesses.

  • Energy and Food Squeeze: Their economic approach relies on reducing government spending to curb domestic inflation, alongside cutting red tape in energy production to lower wholesale power prices over the long term.

The Conflict with Staff Fairness:
Suppressing minimum wage increases or altering employment rights directly impacts your team's purchasing power, especially during a cost-of-living squeeze. If you want to keep wages high to treat your staff well, these policies do not actively support worker-focused financial safety nets.

Option 2: Prioritizing Worker Protections and Systemic Market Reform (Labour / Greens)

If you believe treating staff fairly means safeguarding their income, ensuring strong legal protections, and tackling high supply costs at a systemic level, the center-left and left platforms offer a different path.

  • Staff Well-being and Wages: These parties advocate for regular adjustments to the minimum wage to match inflation, maintaining robust worker protections, and supporting fair-pay initiatives. This makes it easier to recruit, retain, and ethically compensate an engaged team.

  • Addressing Food Squeeze: Rather than relying purely on broad economic cooling, these platforms are more inclined to use regulation—such as reinforcing the grocery commissioner—to challenge supply chain margins and duopolies, which could lower wholesale food costs for your kitchen.

  • Green Energy Transition: The Greens focus heavily on structural power grid reform and subsidizing renewable energy, aiming to shield businesses from fossil-fuel-driven electricity price spikes.

The Conflict with Business Viability:
Higher minimum wages and strict compliance laws immediately inflate your "prime costs" (the combined total of labor and ingredients), which already consume the majority of every dollar a Kiwi café earns. When customer spending is down, these policies can pressure your immediate cash flow before any structural energy or food reforms yield savings.

Summary of Major Political Trade-offs

Business Priority Center-Right Policy (National / ACT) Left / Center-Left Policy (Labour / Greens)
Labor Costs & Compliance Minimized increases; fewer regulatory hurdles. Steady minimum wage increases; stronger worker protections.
Retail Crime & Break-ins Stricter sentencing, more police resources, and targeted retail enforcement. Focus on community-led interventions and addressing root socioeconomic causes of crime.
Food & Power Costs General deregulation and reduction of government spending to ease inflation. Direct regulatory oversight of supply chain duopolies and investment in green energy.

If you would like to explore practical operational adjustments while considering your political choice, let me know:

  • Your café's current approximate wage cost percentage.

  • Whether your current security setup includes monitored alarms, fog cannons, or bollards.

  • If you have explored changing to time-of-use power billing or renegotiating supplier contracts.

Ask anything

Captured 23 October 2026 · shown as AI Overviews gave it, not a verified account