Voter S11 · one of 23 households

Small exporter planning investment

“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.”

questions written for them
6
answers collected
24
AI assistants
4
asked nationally
NZ
01 · What they asked

6 questions, each written as this voter would ask it

The issue each question is about, and how much it matters to this voter. Open any question to read the assistants' answers in full.

  • PF057

    Economy

    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 do parties compare on business investment, productivity and support for small exporters?

  • PF058

    Foreign affairs and defence

    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. What do parties propose about trade access, international relationships and risks to New Zealand exports?

  • PF059

    Jobs and unemployment

    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. What plans do parties have for vocational skills, training and the availability of skilled workers?

  • PF060

    Immigration

    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?

  • PF061

    Infrastructure and local services

    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?

  • PF062

    Fuel and energy

    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 do parties' energy and fuel policies affect businesses making and moving goods?

02 · Parties named

Which parties AI put in front of this voter

Of the 24 answers this voter received, 21 left out at least one of the six parties in Parliament. Te Pāti Māori was named least often, in 4 of 24.

Answers naming each party, out of 24

  • National22 of 24 answers
  • Labour22 of 24 answers
  • Greens21 of 24 answers
  • ACT21 of 24 answers
  • NZ First21 of 24 answers
  • Te Pāti Māori4 of 24 answers
  • Opportunity2 of 24 answers
  • ChatGPT

    0 of 6 answers

    named all six parties in Parliament

    • National
    • Labour
    • Greens
    • ACT
    • NZ First
    • Te Pāti Māori (never named)
  • Gemini

    2 of 6 answers

    named all six parties in Parliament

    • National
    • Labour
    • Greens
    • ACT
    • NZ First
    • Te Pāti Māori
  • Google AI Mode

    1 of 6 answers

    named all six parties in Parliament

    • National
    • Labour
    • Greens
    • ACT
    • NZ First
    • Te Pāti Māori
  • AI Overviews

    0 of 6 answers

    named all six parties in Parliament

    • National
    • Labour
    • Greens
    • ACT
    • NZ First
    • Te Pāti Māori (never named)
03 · Issue by issue

What AI said about each party on this voter's issues

Each row is one of this voter's issues. Each column is a party. The number shows how often the party came up in the answers to this voter. The coloured line under it shows whether what the AI said about the party was positive, neutral or negative.

Toggle assistants on or off to compare them, and click any number to see more detail about the responses.

Showing all four assistants · 24 answers

What AI said about each party on this voter's issues: for each topic and party, the share of answers named for the party and how the claims about it split, across all four assistants.
TopicNationalLabourGreensACTNZ FirstTe Pāti MāoriOpportunity
Economy
Foreign affairs and defence
Jobs and unemployment
Immigration
Infrastructure and local services
Fuel and energy
04 · What they were told

How the assistants handled this voter's main question

A specific tax attribution changes while some cash-flow detail is lost.

5 October: The answer attributed a 25% SME tax proposal to National and described Labour’s prompt-payment and $10,000 equipment write-off measures.

12 October: National is described as retaining 28% company tax and Investment Boost; a 20% small-company proposal is attributed to NZ First. Opportunity is omitted and Labour’s earlier figures disappear.

The altered tax attribution should be checked against party documents rather than described as a proven party-policy change. The exporter also loses the earlier detailed cash-flow explanation.

The excerpts compare Gemini’s national answers to this voter’s main question on 5 and 12 October. The figures above include all produced answers for this situation. Each extract opens its dated original answer.

05 · Sources

Where the answers to this voter came from

The websites each assistant drew on when it answered this voter, and what kind of publisher they are. Pick an issue to see the websites for that question.

ChatGPT

61%party websites

Had sources5of 6

Showed you a link5of 6

  1. 1greens.org.nz, party websites,cited in 3 answers3
  2. 2labour.org.nz, party websites,cited in 3 answers3
  3. 3national.org.nz, party websites,cited in 3 answers3
  4. 4nzfirst.nz, party websites,cited in 3 answers3
  5. 5policy.nz, comparison sites,cited in 3 answers3
  6. 6act.org.nz, party websites,cited in 2 answers2
  7. 7cilt.co.nz, advocacy groups,cited in 1 answers1
  8. 8hud.govt.nz, government,cited in 1 answers1
  9. 9immigration.govt.nz, government,cited in 1 answers1
  10. 10livinginnz.co.nz, businesses,cited in 1 answers1

Gemini

44%comparison sites

Had sources6of 6

Showed you a link1of 6

  1. 1nzvotecheck.com, comparison sites,cited in 3 answers3
  2. 2national.org.nz, party websites,cited in 2 answers2
  3. 3waateanews.com, news,cited in 2 answers2
  4. 4whichparty.nz, comparison sites,cited in 2 answers2
  5. 51news.co.nz, news,cited in 1 answers1
  6. 6ammlaw.co.nz, businesses,cited in 1 answers1
  7. 7electrification.co.nz, advocacy groups,cited in 1 answers1
  8. 8kiwicoaches.co.nz, businesses,cited in 1 answers1
  9. 9opportunity.org.nz, party websites,cited in 1 answers1
  10. 10policy.nz, comparison sites,cited in 1 answers1

Google AI Mode

39%news

Had sources6of 6

Showed you a link1of 6

  1. 1policy.nz, comparison sites,cited in 3 answers3
  2. 2rnz.co.nz, news,cited in 3 answers3
  3. 3en.wikipedia.org, other,cited in 2 answers2
  4. 4national.org.nz, party websites,cited in 2 answers2
  5. 5nzherald.co.nz, news,cited in 2 answers2
  6. 6stories.theconversation.com, news,cited in 2 answers2
  7. 7businessnz.org.nz, advocacy groups,cited in 1 answers1
  8. 8facebook.com, social media,cited in 1 answers1
  9. 9greens.org.nz, party websites,cited in 1 answers1
  10. 10kiwicoaches.co.nz, businesses,cited in 1 answers1

AI Overviews

35%news

Had sources6of 6

Showed you a link2of 6

  1. 1rnz.co.nz, news,cited in 6 answers6
  2. 2nzherald.co.nz, news,cited in 5 answers5
  3. 3labour.org.nz, party websites,cited in 4 answers4
  4. 4national.org.nz, party websites,cited in 4 answers4
  5. 5act.org.nz, party websites,cited in 3 answers3
  6. 6en.wikipedia.org, other,cited in 2 answers2
  7. 7greens.org.nz, party websites,cited in 2 answers2
  8. 8policy.nz, comparison sites,cited in 2 answers2
  9. 9stories.theconversation.com, news,cited in 2 answers2
  10. 101news.co.nz, news,cited in 1 answers1
  • Party websites
  • Government
  • News
  • Comparison sites
  • Advocacy groups
  • Businesses
  • Social media
  • Other

A website counts once per answer, however many times the answer used it. Counts come from the sources recorded with each answer: 23 of this voter's 24 answers have at least one. Publisher shares count website-and-answer associations; they are separate from answer counts.