Evidence · NZ Election 2026 · Edition 3

Every question, every answer, every source

All 174 questions and the 793 answers produced on 16 October 2026. The 27 remaining cells produced no AI Overview.

questions
174
answers saved
793
collected
16 Oct 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

    nz-election-2026-questions.csv

    One row per unchanged question.

    id, draft, text, voterCode, issue, towns

  • Answers

    nz-election-2026-answers.csv

    One row per produced answer, with its complete original text. Parties covers all 17 tracked parties; displayed parties covers the seven charted parties.

    result id, prompt id, draft id, scenario id, platform, region, words, parties, displayed parties, literal url answer, temporal pair, common four platforms, response text

  • Sources by answer

    nz-election-2026-sources.csv

    One row per website associated with an answer; repeated citations count once.

    answer id, question id, assistant, region, domain, publisher

  • Checks against official sources

    nz-election-2026-checks.csv

    One row per reviewed claim and assistant, including cells where the assertion was not stated.

    checkId, claimToTest, category, answerId, questionId, assistant, assertionPresent, assertion, verdict, whatTheSourceSays, checkedOn, evidence

  • Who to vote for: coding

    nz-election-2026-guidance.csv

    One row per manually reviewed guidance answer. Codes overlap; original answers supply the evidence.

    draft, assistant, q, voter, a, declined, matched, shortlist, asked, chose, extract

  • Location and national answers

    nz-election-2026-towns.csv

    One row per matched national/location pair in this edition.

    edition, prompt id, platform, city region, national result id, city result id, same party names, same text

  • Changes between editions

    nz-election-2026-comparisons.csv

    All 17 tracked parties; one row per identical question, assistant and location across the 12 and 16 October collections. Earlier coding restated after the 20 October identity correction.

    earlier edition, prompt id, platform, region, draft id, block, scenario id, scenario, issue, priority, earlier result id, current result id, same party set, added, removed, earlier parties, current parties

  • No AI Overview produced

    nz-election-2026-coverage.csv

    One row per planned cell where no AI Overview was produced.

    questionId, assistant, collectionSetting, askedFrom, availability

  • Party-identity corrections

    nz-election-2026-party-identity-corrections.csv

    Ten reviewed false matches removed from the restated Edition 2 and current Edition 3 comparisons; original answer text is unchanged.

    edition, result id, party, before present, include, reason, reviewer, reviewed on

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. Which parties address freight, ports and transport infrastructure in their plans for business?

New Zealand 2026 election: freight, ports and transport policies for exporters

For a small manufacturing business that exports, employs staff and is considering investing in new equipment, the key question is which parties have concrete plans for reliable freight connections, competitive export costs, infrastructure investment and access to skilled workers.

New Zealand's general election is scheduled for Saturday, 7 November 2026. As of 16 October, the most directly relevant published transport policy comparisons come from National, Labour and the Green Party. New Zealand First has also announced a specific proposal for export-oriented industry at Marsden Point. The main parties vying to form New Zealand's next governmentWhere the parties stand on transport | The Chartered Institute of Logistics and TransportPolicy Announcement: Marsden Point Special Economic Zone

Which parties address your concerns?

The comparison below describes published proposals, not a ranking or endorsement. A policy announcement is not a guarantee of implementation.

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

National Party

Roads, freight reliability and infrastructure delivery

National's transport spokesperson has outlined plans to maintain roads, invest in resilience, improve connections between roads, railways and ports, and simplify some heavy-vehicle regulations. The party also supports a long-term infrastructure pipeline and evaluating projects against demand and value for money. Where the parties stand on transport | The Chartered Institute of Logistics and Transport2026 Election Policy

  • Freight and ports: Treat port access, rail and coastal shipping as parts of one freight network.

  • Transport costs: Improve road maintenance and freight reliability, while introducing staged increases in fuel excise and road-user charges from 2028.

  • Investment uncertainty: Use a longer-term project pipeline and more disciplined project selection.

  • Equipment investment: Its broader economic platform promotes business growth, but the transport proposals do not guarantee demand for your products or lower shipping rates.

    Source: National's transport policy comparison and official party policies.

South Island Election Conference 2026

Labour Party

Cook Strait resilience, project continuity and transport costs

Labour's transport spokesperson has emphasised the importance of reliable Cook Strait ferry links to the national supply chain and criticised the current government's replacement ferry programme. Labour says it would continue contracted, underway and funded projects rather than abandon them when governments change. Where the parties stand on transport | The Chartered Institute of Logistics and TransportLabour's 2026 Election Policies

Source: Labour's published transport comparison and official party policies.

Green Party NZ (@NZGreens) on X

Green Party

Rail freight, coastal shipping and lower-emissions transport

The Greens propose greater investment in rail for both passengers and freight, alongside a bigger role for coastal shipping. Their transport spokesperson has also suggested publicly funding logistics and services, rather than concentrating only on new physical infrastructure. Where the parties stand on transport | The Chartered Institute of Logistics and TransportManifesto 2026

  • Freight and ports: Increase rail investment and the role of coastal shipping in moving goods around New Zealand.
  • Transport costs: Explore publicly supported logistics and electrification to reduce operating costs and dependence on fossil fuels.
  • Infrastructure priorities: Favour maintaining and renewing existing roads, targeted improvements and alternatives to building more large expressways.
  • Equipment investment: The wider policy direction supports electrification, although the cited transport proposals do not establish a general subsidy for manufacturing machinery.

Source: Greens' transport policy comparison and 2026 manifesto.

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

New Zealand First

A specific export and maritime industry proposal

New Zealand First has proposed a special economic zone at Marsden Point, incorporating the former refinery site and Northport. The proposed focus includes energy generation and distribution, maritime activities and ship repairs, with reduced planning and regulatory barriers. Policy Announcement: Marsden Point Special Economic Zone

  • Freight and ports: A targeted proposal linked to Northport and maritime industry, rather than just general road spending.
  • Export growth: The party says the zone would support production of more goods and services for export and strengthen national security.
  • Investment certainty: The proposed regulatory changes may be relevant to businesses considering industrial activity in that zone.
  • Important limitation: This is a geographically specific proposal, not a nationwide commitment to reduce freight charges for all manufacturers.

New Zealand First was invited to contribute to the Chartered Institute of Logistics and Transport's September 2026 party comparison but did not submit by the deadline. Its position on the wider transport package is therefore less directly comparable in that source. Where the parties stand on transport | The Chartered Institute of Logistics and TransportPolicy Announcement: Marsden Point Special Economic Zone

Source: New Zealand First's Marsden Point announcement.

New Zealand Legislative Election Winner 2026 Odds | Polymarket

ACT New Zealand

Road capacity, maintenance and project efficiency

ACT's September 2026 policy, Keep New Zealand Moving, proposes building transport infrastructure ahead of growth, maintaining existing roads and reducing waste in project delivery. It would require major projects to publish the lowest-cost safe option alongside the preferred option, including costs, delivery time and benefit-cost ratios. ACT New ZealandACT New Zealand

  • Freight: Improve the ability of goods to move through the road network.
  • Infrastructure: Prioritise maintenance and value for money.
  • Key distinction: Its published headline proposals are primarily about roads and infrastructure efficiency; they do not establish a specific nationwide port-charge reduction.

Source: ACT's transport infrastructure policy.

Compare the policies against your business risks

This is a practical way to distinguish the parties' published approaches without assuming any one party will deliver a particular commercial outcome.

Your concern Policies worth examining
Unreliable road freight and delays National's road maintenance and freight resilience plans; ACT's road capacity and maintenance proposals
Port access and international export logistics National's integrated road, rail and port approach; Labour's Cook Strait focus; NZ First's Marsden Point/Northport proposal
High domestic freight costs Greens' rail and coastal shipping proposals; National's freight productivity and regulatory reforms
Uncertainty before buying machinery National's infrastructure pipeline and project-demand tests; Labour's emphasis on project continuity and cost-benefit analysis
Difficulty finding skilled workers Labour's apprenticeship proposals; industry calls for easier heavy-vehicle licensing and targeted workforce training
Exposure to fuel-price shocks Greens' electrification plans; National's freight resilience measures; Labour's proposed freeze on fuel excise increases

Sources: CILT's September 2026 comparison, Transporting New Zealand's election platform and The Conversation's election policy tracker. Where the parties stand on transport | The Chartered Institute of Logistics and Transport2026 Election PlatformElection policy tracker: what the parties are promising

What about demand and skilled labour?

Transport infrastructure is only one part of the investment decision. Your other concerns deserve separate scrutiny:

  • Demand: Look for policies on export-market access, trade agreements, business investment, productivity and support for selling New Zealand products overseas. A new road or port connection does not automatically create demand for your products.
  • Equipment investment: Check whether a party has proposed capital investment tax deductions, immediate expensing of new equipment, grants or other cash-flow measures. Don't assume general business-friendly rhetoric includes these measures.
  • Skilled workers: Compare apprenticeship funding, vocational training, engineering and manufacturing skills programmes, and immigration rules for genuine skills shortages. Truck-driver training is relevant to freight availability, but it is not the same as training skilled manufacturing staff.
  • Freight charges: Distinguish improvements to roads and ports from policies that directly affect shipping rates, port fees, container handling charges and competition between logistics providers.

Transporting New Zealand's September 2026 industry platform is a useful benchmark here: it calls for resilient Cook Strait connections, predictable infrastructure investment, better heavy-vehicle training pathways and measures to improve freight-sector productivity. These are the industry's recommendations, not commitments that every party has adopted. 2026 Election PlatformElection policy tracker: what the parties are promising

Where to check before you vote

One important distinction: published policies, funded commitments and projects actually under construction are not interchangeable. Check which category a proposal falls into, and whether it would affect the freight routes your business uses.

The most useful next step is to narrow the comparison to your main export-related cost or risk: domestic freight and port charges, international shipping costs, skilled manufacturing labour, or tax treatment of new machinery. Each points to a somewhat different set of policies to compare.

Ask anything

ChatGPT can make mistakes. Check important info.

Captured 16 October 2026 · shown as ChatGPT gave it, not a verified account

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. Which parties address freight, ports and transport infrastructure in their plans for business?

Navigating the pressures of manufacturing, exporting, staffing, and managing supply chains involves looking closely at how the political parties approach business infrastructure in the 2026 New Zealand General Election.

Different parties emphasize contrasting levers—ranging from heavy roading and regional economic zones to rail freight networks and workforce training schemes.


Overview of Party Approaches to Freight, Ports, and Transport Infrastructure

Party / Bloc Core Focus for Business & Freight Key Infrastructure & Port Proposals Workforce & Economic Angle
National / Centre-Right Coalition Partners (ACT) Reducing transport costs, boosting productivity, and streamlining the National Land Transport Fund to prioritize core roading and national economic corridors. • Focus on Roads of National Significance (RoNS).
• User-pays models and value-for-money metrics for transport and infrastructure.
• Focus on regulatory reform, cutting red tape, and improving immigration settings to help employers fill skills gaps.
New Zealand First Tying transport, regional development, and ports directly into an integrated manufacturing and export strategy. • Proposing a Special Economic Zone at Marsden Point combining Northport, road/rail links, and industrial development.
• Rebuilding/maintaining the national rail network for freight.
• Strong emphasis on domestic manufacturing resilience, supply chain self-reliance, and local workforce retention.
Labour / Centre-Left Balancing regional freight demands with public transport investments, supply-chain resilience, and cost-of-living relief. • Ongoing investment into state highway maintenance and resilience alongside public transit frameworks. • Targeted industry support and workforce development initiatives aimed at domestic upskilling.
Green Party Transitioning freight and passenger movement toward lower-emissions models, emphasizing rail and multi-modal transport. • Nationwide rapid rail rollout for both passengers and freight.
• Enhanced mass transit in main centres.
• Transitioning industrial sectors toward a low-emissions economy with targeted green investment frameworks.

Key Policy Areas That Impact Your Business Concerns

1. Freight Costs & Supply Chain Resilience

  • Road Freight & Maintenance: Industry bodies like Transporting New Zealand have heavily lobbied 2026 election contenders to prioritize road maintenance, bridge/culvert strengthening for heavier high-productivity motor vehicles (HPMVs), and diesel/fuel security to prevent shocks to trucking supply chains.
  • National & ACT lean heavily into roading infrastructure improvements and structural funding to keep freight moving smoothly across highways.
  • New Zealand First places a distinct focus on connecting regional ports directly with resilient road and rail infrastructure, alongside maritime and coastal shipping capabilities to cut down overseas supply chain reliance.

2. Ports and Regional Manufacturing Integration

  • If your manufacturing base relies on regional logistics, New Zealand First's 2026 regional development focus highlights proposals like the Marsden Point Special Economic Zone (linking Northport, freight corridors, and industrial export capabilities).
  • Other major parties approach ports through broader national transport GPS (Government Policy Statement) funding guidelines, focusing on export efficiency, capacity upgrades, and reducing bottlenecks between inland hubs and port terminals.

3. Finding Skilled Workers & Labour Pressures

While transport infrastructure gets goods to ports, the labor shortage remains a critical bottleneck for manufacturing and freight operators:

  • Centre-Right parties (National/ACT) typically emphasize looser or more flexible immigration settings to let transport and manufacturing operators fill critical skill gaps quickly, alongside welfare-to-work incentives.
  • Centre-Left and minor parties lean more into domestic workforce initiatives, industry training funding, and vocational pathways (such as targeted licence training or apprenticeship support) to build the local talent pool.

Deciding Your Vote

As you weigh your options for the upcoming election, consider asking local candidates:

  1. How will your party’s road and rail funding protect my business from unexpected freight cost spikes and infrastructure failures?
  2. What specific immigration or domestic training settings will you change to help manufacturers secure reliable, skilled staff?
Ask Gemini

Gemini is AI and can make mistakes.

Captured 16 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. Which parties address freight, ports and transport infrastructure in their plans for business?

As a small-business manufacturer balancing export logistics, freight constraints, and workforce needs ahead of the 2026 General Election, New Zealand’s political parties approach transport infrastructure, ports, and supply chain efficiency through distinct economic lenses.

The primary parliamentary parties address these core business concerns through varying strategies:

1. National Party (Centre-Right / Incumbent Coalition Leader)

  • Focus: Economic growth, reducing congestion, road maintenance, and reliable market connections.
  • Freight & Transport Approach: Emphasises heavy investment in major roading infrastructure and state highways, streamlining consenting processes, and directing the National Land Transport Fund toward core road infrastructure reliability.
  • Business Relevance: Focuses heavily on reducing travel times for freight and commercial transport, commercial building consent reform, and export growth.

2. Labour Party (Centre-Left)

  • Focus: Multi-modal transport networks, cost-of-living relief, and industry investment.
  • Freight & Transport Approach: Advocates for an integrated multi-modal transport system spanning roads, rail, coastal shipping, and aviation rather than relying solely on roads. They have proposed scrapping planned fuel-excise increases to ease immediate transport cost pressures on households and businesses. [Kiwi Coaches]
  • Business Relevance: Pairs transport with a Small Business Action Plan (targeting supply payment times and asset write-offs) and the establishment of the New Zealand Future Fund to back domestic business and infrastructure. They also propose expanding the Apprenticeship Boost to address skill shortages in trades.

3. ACT New Zealand (Libertarian / Centre-Right)

  • Focus: Infrastructure discipline, user-pays models, and lowering regulatory costs. [Kiwi Coaches]
  • Freight & Transport Approach: Favours electronic road-user charges, private capital integration, tolling, and strict cost-saving reforms for transport infrastructure. Proposes protecting maintenance funding while cutting down on non-essential spending (such as decorative roadside features) and removing certain emissions/age rules on vehicles deemed restrictive to operators.
  • Business Relevance: Aims to lower compliance and regulatory costs for business owners and reduce public debt spending on infrastructure projects.

4. New Zealand First (Nationalist / Centre-Right Coalition Partner)

  • Focus: Strategic public ownership, regional development, and supply chain security.
  • Freight & Transport Approach: Places a strong emphasis on regional rail integration, local port connectivity, domestic fuel security, and retaining strategic public ownership of core freight assets (like major ports and transport networks).
  • Business Relevance: Geared toward regional manufacturing resilience, ensuring provincial freight links to major international ports remain stable and publicly backed. [Kiwi Coaches]

5. Green Party (Left)

  • Focus: Decarbonisation, public transport, and regional rail revitalisation.
  • Freight & Transport Approach: Prioritises massive shifts of freight and passenger volume onto an upgraded national rail network and coastal shipping, alongside co-designing infrastructure with tangata whenua.
  • Business Relevance: While heavily focused on green transitions and lowering carbon footprints across supply chains, heavy manufacturing reliance on immediate road freight may face tighter environmental compliance expectations under their policy framework. [RNZ]

Comparison Tools:
To look closer at how these policies stack up side-by-side or to check specific local electorate candidates, you can compare detailed party manifestos on Policy.nz or read sector-specific analyses from groups like Transporting New Zealand.

Ask anything

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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. Which parties address freight, ports and transport infrastructure in their plans for business?

AI Overview

Heading into the 2026 New Zealand general election , the major political parties approach transport infrastructure, ports, and freight with varying strategies to support manufacturing, supply chains, and business growth.

There is broad cross-party agreement on prioritizing road maintenance and overhauling the national road funding model. However, their specific investments and structural visions differ.

Major Parties & Their Freight/Transport Policies

Political Party Primary Transport & Freight Focus Key Projects & Policies Relevant to Business
National Party Economic productivity, freight logistics, and major roading infrastructure. • Delivery of Roads of National Significance (e.g., four-laning Whangārei to Tauranga, Cambridge to Piarere).
• Supporting South Island exports via a new freight hub at Rolleston.
• Replacing critical regional bridges to prevent single-slip supply chain shutdowns.
Labour Party Multi-modal transport network and strategic investment. • Proposes spending on road and rail connections, including matching $50 million for the Rolleston intermodal freight hub.
• Establishing an independent New Zealand Future Fund to drive targeted infrastructure and domestic industry investment.
• Scrap planned 2027 fuel-excise increases to help manage business transit costs.
New Zealand First Regional development, rail, fuel security, and ports. • Prioritizes rail network funding, regional port capacity, and resilient Cook Strait transport infrastructure.
• Promotes domestic fuel security and public ownership of strategic logistical assets.
ACT Party Private capital, funding discipline, and regulatory reform. • Favors user-pays systems, electronic road-user charges, tolling , and introducing private capital to build infrastructure faster.
• Focuses on protecting core asset maintenance inside the National Land Transport Fund.
Green Party Decarbonisation and rail-focused freight resilience. • Backs the revival of regional rail networks for regular inter-city transit and lower-emission freight movements.

Addressing Your Broader Business Concerns

Beyond physical logistics, the parties are targeting the other risks you highlighted—specifically skilled labor shortages and equipment investment costs :

  • Skilled Workers: Labour plans to expand the Apprenticeship Boost program to support trade training, while National emphasizes resource management reform to cut red tape for operational businesses. For broader sector pressure, industry group Transporting New Zealand is actively lobbying all incoming parties to back targeted workforce development pathways specifically for the supply chain sector.
  • Investment & Costs: Labour's proposed small business action plan includes provisions for instant asset write-offs which directly reduce the tax burden when purchasing new manufacturing equipment. Meanwhile, NZ First is campaigning on reducing the SME tax rate to 20% to clear cash flow for capital upgrades.

If you would like to look closely at a specific aspect, let me know:

  • Which regions or key transport corridors your exports rely on most?
  • What specific skills or roles you are currently struggling to recruit?
  • The scale of equipment investment you are weighing up?

I can provide more detailed policy comparisons tailored to those constraints.

Ask anything

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