Evidence · NZ Election 2026 · Edition 6

Every question and original answer

All 174 questions and the 783 complete answers recorded on 26 October 2026. Source lists and sentiment assessments are included, alongside the unchanged original answers.

questions
174
answers saved
783
collected
26 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, previousCheckId, earlierAnswerId, earlierAssertion, trajectory

  • 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_5_6, 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 23 October

    pairs.csv

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

    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

  • 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, 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

  • 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 small manufacturing business that exports and employs staff. We are considering new equipment but worry about demand, freight costs and finding skilled workers. I am considering my vote in the 2026 New Zealand general election. How would party immigration policies affect hiring skilled staff from overseas?

New Zealand’s 2026 election: what immigration policies could mean for your manufacturing business

For a small New Zealand manufacturer that exports, employs staff and is considering new equipment, the key question is not simply which party supports more or less immigration. It is how reliably you could recruit the specific skills your business needs, how much time and money recruitment would take, and whether skilled migrants could stay long enough to justify training and capital investment.

New Zealand’s general election is scheduled for 7 November 2026. As of 26 October, parties are campaigning on different approaches to skilled migration, local workforce development and visa conditions. Their proposals are not automatically law: the eventual outcome will depend on the election result, coalition negotiations and implementation. NZ Election 2026: Immigration Policy by Party2026 General Election Policies: What they could mean for businesses | New Zealand'Imperative' NZ First Minister holds immigration portfolio, the party says

For your business, I would assess each party against four practical questions:

  • Access: Could you recruit an experienced machine operator, maintenance technician, engineer or other specialist from overseas?
  • Speed and certainty: How much paperwork, recruitment testing and waiting would be involved?
  • Retention: Could the person stay in New Zealand and build skills in your business over several years?
  • Investment risk: Could you obtain the staff needed to operate new equipment at the production capacity you have budgeted for?

How the main parties' policies compare

The following is a practical comparison of the published positions I could verify as of 26 October 2026. It focuses on the consequences for an employer seeking skilled staff, rather than on immigration overall.

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

National

Continue a skills-focused migration approach

National's government has introduced skilled-migrant residence pathways aimed at retaining experienced workers and recognising trades and technical qualifications. Its 2025 announcement set out a Skilled Work Experience pathway and a Trades and Technician pathway, with New Zealand work-experience and pay requirements. New residence options to bolster workforce

Potential effect on your business: If your new equipment requires an experienced technician or specialist operator, these pathways may help you recruit and retain a suitable migrant. However, eligibility depends on the occupation and the worker meeting the visa criteria; not every manufacturing role will qualify.

South Island Election Conference 2026

Labour

Planned immigration with stronger worker protections

Labour proposes setting immigration goals around workforce needs, housing and infrastructure. It also proposes strengthening the Accredited Employer Work Visa (AEWV) system and allowing migrants to move between accredited employers after three months. Its proposal to qualify for permanent residence after four years, rather than two, is a separate change to settlement rules. ImmigrationRelease: Labour to ensure an immigration system that works for New Zealand

Potential effect on your business: Workforce planning could provide a more structured basis for identifying shortages, while stronger worker mobility could make it easier for migrants to leave a poor job match. For you, the key uncertainty is how the planning framework would affect eligibility and processing for your particular roles.

POLICY TRACKER: TOP wants to fund cheaper doctor visits with junk-food tax | New Zealand Doctor

ACT

Skilled visas tied more closely to demonstrated demand

ACT proposes that skilled-work visa categories automatically expire each year unless current evidence supports keeping them open. It also proposes extending basic English-language requirements to all AEWV types and adding a NZ$6-per-day infrastructure surcharge to temporary work visas. ACT New ZealandACT New Zealand

Potential effect on your business: If your required occupation remains eligible, overseas recruitment could still be possible. But a category's annual review could create uncertainty if your skill is removed from the eligible list, while the proposed surcharge would add a direct cost for affected temporary workers. Budget for the surcharge only if it is enacted.

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

New Zealand First

Tighter overall migration, with a targeted skilled-worker route

NZ First says it would substantially reduce non-essential immigration. In October, it also proposed scrapping the existing AEWV system and replacing it with a Skilled Work Visa tied to genuine shortages in specified occupations and regions. NZ First Announces Immigration Reform PoliciesWinston Peters in Christchurch today as NZ First campaigns on immigration, housing and $15 million Cathedral pledge

Potential effect on your business: You might still be able to recruit a specialist, but you could need to demonstrate more explicitly that the role is difficult to fill locally and that your occupation and region qualify. The practical impact would depend on the new visa's eligibility rules, which would need to be established.

Green Party NZ (@NZGreens) on X

Green Party

Fairer, safer and more secure pathways for migrants

The Greens' 2026 manifesto advocates welcoming and fair pathways for migrants, protection against exploitation and better treatment of migrant workers. Manifesto 2026Manifesto 2026

Potential effect on your business: The approach puts more emphasis on worker security and fair treatment. For recruitment planning, you would need to check the detailed visa and employer proposals to establish whether they change access to the specific technical skills you need.

The official starting points for checking the proposals are the parties' policy pages: National, Labour, ACT, NZ First and the Greens.

These are not guarantees about what a future government would implement. In particular, a proposal to restrict general migration does not necessarily rule out visas for a specific, demonstrable skills shortage.

What would change for your actual hiring process?

Under the current rules, the AEWV is the main employer-supported route for many overseas hires. Your business generally needs employer accreditation, an approved job check and, where required, evidence of recruitment efforts to establish that suitable New Zealand workers are not available. An AEWV can last up to five years and can lead to residence, depending on the worker and role. Overview of AEWV employer accreditation and job check :: Immigration New ZealandHiring migrant workers

Here is how the policy differences could affect your plans:

Business situation Immigration issue to watch
You need a specialist to commission new machinery Whether the occupation is eligible and whether the worker qualifies for a visa
You need experienced technicians for several years Whether the visa and residence pathways support retention
You cannot find local applicants What evidence of local recruitment the employer must provide
You have a tight equipment-installation deadline Visa processing times and whether eligibility rules could change
Your export orders are uncertain The cost and commitment of recruiting internationally before demand is confirmed

How to protect your equipment investment

Immigration policy is only one part of the decision. Before committing to new equipment, I would take three practical steps:

  1. Check the exact occupations. Identify the skills required to install, operate and maintain the equipment. A machine operator, CNC programmer, automation engineer and maintenance technician may face different visa eligibility requirements.
  2. Build two staffing scenarios. Calculate whether the investment still makes financial sense if overseas recruitment takes longer than expected, or if you need to train a local employee instead.
  3. Plan for retention. Compare the full cost of overseas recruitment with the cost of training, mentoring and retaining local staff. Include recruitment fees, onboarding, downtime and the risk of losing a specialist after they have become productive.

For current requirements, start with Immigration New Zealand's employer accreditation and job-check guidance.

The key question to take into the voting booth

The policy distinction to focus on is whether you want a migration system that offers employers relatively direct access to eligible skilled workers, a system that plans migration around national workforce needs, or a more tightly targeted system that admits workers only for demonstrated shortages. The parties differ on those approaches, and the details of implementation matter as much as the broad campaign language.

Given your concerns about demand and freight costs as well as staffing, one final question would help make this comparison more relevant:

What type of manufacturing does your business specialise in? For example, metal fabrication and CNC machining, food processing, plastics, electronics, or industrial machinery. I can then narrow the comparison to the skilled occupations most likely to matter to your business, and distinguish current visa eligibility from proposed election changes.

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Gemini · No location

I run a small manufacturing business that exports and employs staff. We are considering new equipment but worry about demand, freight costs and finding skilled workers. I am considering my vote in the 2026 New Zealand general election. How would party immigration policies affect hiring skilled staff from overseas?

As a small manufacturing exporter balancing equipment investments, freight overheads, and severe talent shortages, immigration policy is a critical lever for your business. In the lead-up to the November 2026 general election, the major political parties have staked out distinct positions on immigration, striking different balances between managing infrastructure/population pressures and supplying businesses with critical skills.

How the competing party approaches could affect your ability to hire skilled staff from overseas involves several key distinctions:


1. Market-Driven and Flexibility-Focused Approaches (e.g., ACT)

  • The Policy Direction: Parties like ACT advocate for fewer bureaucratic barriers for employers trying to source talent internationally. Their framework leans heavily on market demand, aiming to streamline visa pathways for specific skill shortages without heavy-handed caps.
  • Impact on Your Business: If you rely heavily on specialized technical, engineering, or advanced manufacturing talent that cannot be sourced locally, this approach aims to reduce the friction, compliance costs, and wait times associated with bringing in skilled migrants. However, some proposals (such as adjustments to permanent residency structures) are points of friction within potential coalitions.

2. Controlled and Targeted Migration (e.g., National / Center-Right Coalition Dynamics)

  • The Policy Direction: The current settings under the National-led government balance economic enablement with managed net migration numbers to ease pressure on public infrastructure. While they support Accredited Employer Work Visas (AEWV) for genuine skill shortages, they place strong emphasis on compliance, preventing migrant exploitation, and tightening certain vetting criteria.
  • Impact on Your Business: This generally means you will still have pathways to recruit skilled overseas staff, but you must expect strict compliance obligations regarding pay rates, employment standards, and proving that local options were considered first. Administrative compliance for small businesses remains a focal point of their broader policy adjustments.

3. Stricter Caps and Compliance (e.g., New Zealand First)

  • The Policy Direction: New Zealand First takes a much more restrictive stance, treating immigration as a tightly controlled privilege rather than a default economic valve. Their proposals include mechanisms like a binding referendum to cap annual resident visas (e.g., around 20,000), significantly lengthening the qualifying periods for permanent residency and citizenship (from 5 to 10 years), and adding welfare/support stand-down periods.
  • Impact on Your Business: If NZ First gains significant leverage in a post-election coalition, overall immigration volumes would likely face downward pressure. For a manufacturer looking to recruit long-term talent, a 10-year path to citizenship/residency and stricter volume caps could make New Zealand a less attractive destination for top-tier global talent who want certainty for their families.

4. Centrist/Centre-Left Balancing (e.g., Labour)

  • The Policy Direction: Labour generally supports a structured, well-managed immigration system tied closely to workforce planning, though their focus often tilts toward protecting domestic wages, shifting emphasis away from lower-skilled dependency, and managing student-to-work pathways. Recent proposals have also looked at adjusting timelines for permanent residency wait times.
  • Impact on Your Business: Under this approach, access to high-skilled engineering or technical manufacturing staff typically remains open via specific shortage lists, but obtaining visas for lower-skilled or general operational roles becomes considerably harder. The emphasis is heavily on upskilling the domestic workforce (such as through enhanced apprenticeship and trades training incentives) alongside selective migration.

Summary Considerations for Your Business Vote

  • If your primary concern is frictionless, rapid hiring of global talent: Parties on the right (like ACT) offer more market-driven, flexible visa frameworks, though they must negotiate these within MMP coalition realities.
  • If your primary concern is stability and compliance with moderate checks: Mainstream settings (such as National's approach) aim to keep targeted channels open for manufacturers while managing overall population growth.
  • If your primary concern is tighter population constraints: Parties like New Zealand First prioritize hard caps and extended residency timelines, which could compound the difficulty of attracting international specialists to provincial or regional manufacturing hubs.

Because New Zealand operates under an MMP voting system, any single party's manifesto promises will likely be moderated through post-election coalition negotiations. When weighing your vote, it is also worth balancing these immigration stances against the parties' parallel policies on trades training incentives, small-business compliance relief, and R&D/export support, which directly impact your domestic options for filling the skills gap.

Are you more inclined toward policies that prioritize loosening restrictions to fill urgent vacancies immediately, or do you favor tighter overall caps with a heavier focus on local workforce training?

Ask Gemini

Gemini is AI and can make mistakes.

Captured 26 October 2026 · shown as Gemini gave it, not a verified account

Google AI Mode · No location

I run a small manufacturing business that exports and employs staff. We are considering new equipment but worry about demand, freight costs and finding skilled workers. I am considering my vote in the 2026 New Zealand general election. How would party immigration policies affect hiring skilled staff from overseas?

As a small manufacturing exporter balancing equipment investments, freight overheads, and labour constraints, how the political parties approach immigration will directly shape your talent pipeline.

Different political parties approach skilled overseas hiring with distinct philosophies—ranging from streamlined industry-aligned pathways to tighter, more restrictive controls focused on local prioritisation.

  • National: Focuses on maintaining and refining current settings (such as ongoing Skilled Migrant Category adjustments and occupation lists) aimed at balancing economic growth with structured access to global skills. For manufacturers, this generally means continuing an employer-focused accreditation and points framework, though with regular adjustments to median wage thresholds and skill tier lists.

  • ACT: Proposes stricter overall volume and welfare controls—including annual skilled job list reviews, a 5-year welfare bar for new migrants, and proposals targeting permanent residency frameworks. For an employer, this approach leans toward sharper, market-tested skilled lists, but with a tighter regulatory and compliance environment around migrant status. [www.livinginnz.co.nz]

  • New Zealand First: Proposes scrapping the current Accredited Employer Work Visa (AEWV) system in favour of a rigid "shortage-led" Skilled Work Visa. Entry would be tied strictly to specific verified occupational and regional shortages rather than general employer accreditation. For your business, this could mean less generalized paperwork if a role is on a verified shortage list, but harder access if your specific manufacturing niche isn't nationally classified as a critical deficit.

  • Labour: Generally supports structured pathways to residence while proposing adjustments like extended residency timeframes for permanent status and reviews of parent/family categories. Their focus tends to balance worker protection with structured recruitment channels, though potentially with increased compliance criteria for sponsoring businesses. [www.livinginnz.co.nz]

  • Green Party: Advocates for easing certain migrant constraints (such as ending work stand-downs and streamlining residency pathways) while opposing tighter restrictions or anti-migrant rhetoric. This could theoretically widen the pool or ease transitions to long-term retention for workers already onshore.

To help narrow down which party's framework best aligns with your operations, could you share:

  • What specific skilled manufacturing roles are hardest for you to fill locally?
  • Whether you prefer a system with broader employer flexibility or tighter, government-defined shortage lists?
Ask anything

Captured 26 October 2026 · shown as Google AI Mode gave it, not a verified account

AI Overviews · No location

I run a small manufacturing business that exports and employs staff. We are considering new equipment but worry about demand, freight costs and finding skilled workers. I am considering my vote in the 2026 New Zealand general election. How would party immigration policies affect hiring skilled staff from overseas?

AI Overview

As a manufacturing business considering capital investment in new equipment, balancing macro-economic pressures like fluctuating global demand and freight costs makes your talent pipeline critical.

Heading into the 2026 New Zealand general election, the major political parties offer distinctly contrasting pathways for immigration, broadly splitting into market-driven systems designed to smooth employer hiring versus protectionist, shortage-specific frameworks.

The proposed policies from the key parties dictate how your business would recruit overseas manufacturing talent:

The Center-Right Bloc: National and ACT

These parties focus on streamlining paths for skilled talent and lowering bureaucratic hurdles for employers, though they differ on residency rules. NZ Election 2026: Immigration Policy by Party | Living in NZ#INTERACTIVE | The Herald launches its policy grid for the 2026 election. #HeraldPremium

  • National Party: National supports open immigration settings tailored to economic growth. In government, National recently implemented new residence pathways for skilled workers to combat net emigration and ensure exporters have long-term access to specialized talent. Their goal is to maintain a predictable, business-ready pipeline for industries modernizing their operations.

  • ACT New Zealand: ACT favors a highly market-driven system that reduces bureaucratic barriers for employers looking to hire. They propose to:

  • Review the skilled jobs list annually to track actual economic gaps dynamically.

  • Abolish the existing Permanent Resident Visa category, requiring visa holders to instead maintain a 5-year travel facility tied to physical presence requirements.

  • Bar new migrants from welfare access for their first five years to ensure immigration remains strictly focused on economic output.

The Protectionist Pivot: New Zealand First

As a current coalition partner, NZ First is pulling in a noticeably different direction from National, using the campaign to push for tighter caps.

  • New Zealand First: The party intends to completely scrap the current Accredited Employer Work Visa (AEWV) model , which they argue operates like a general international labor-hire channel. They plan to replace it with:
  • A "shortage-led" Skilled Work Visa that binds entry tightly to a specific named occupation, region, and highly demonstrated need where no New Zealander can fill the role.
  • A binding public referendum to cap total resident visas at 20,000 annually.
  • Impact on you: This would make overseas hiring much more restrictive, requiring significant proof of local labor failure, though it seeks to protect the domestic workforce.

The Opposition Bloc: Labour and the Greens

The center-left parties generally support targeted skill recruitment but look at immigration through the lens of regional diplomacy, infrastructure capacity, and worker protections. NZ Immigration Blog & Visa Guides#INTERACTIVE | The Herald launches its policy grid for the 2026 election. #HeraldPremium

  • Labour Party: Labour generally aims to balance filling critical gaps while warning against heavy anti-immigrant populism. Their current campaign notes a strong focus on regional integration, including introducing policy allowing citizens from Pacific Island Forum countries to enter on a three-month NZeTA visa to streamline short-term and regional labor mobility.

  • Green Party: The Greens emphasize preventing migrant worker exploitation and ensuring immigration flows match public infrastructure investments. They support structured, ethical pathways for specialized technical fields but oppose using immigration as a tool to keep domestic wages low.

Summary for an Export-Manufacturer

If your priority is flexibility and ease of hiring to back your machinery investments, the market-first strategies of National and ACT aim to minimize your red tape. If you lean toward policies that force businesses to prioritize domestic training and want strict limits on net migration to manage infrastructure costs, NZ First aligns with that outlook.

Ask anything

Captured 26 October 2026 · shown as AI Overviews gave it, not a verified account