Voter S11 · one of 32 voter situations

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

What this voter asked

Open a question to read each assistant's complete answer, including any answer asked from a location.

  • Question 57

    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?

  • Question 58

    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?

  • Question 59

    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?

  • Question 60

    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?

  • Question 61

    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?

  • Question 62

    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 appeared in the answers

The figures count names in the 24 answers recorded for this situation. Naming a party does not mean recommending it.

Answers naming each party, out of 24

  • National23 of 24 answers
  • Labour23 of 24 answers
  • Greens21 of 24 answers
  • ACT21 of 24 answers
  • NZ First19 of 24 answers
  • Te Pāti Māori6 of 24 answers
  • TOP6 of 24 answers
  • ChatGPT

    5 of 6 answers

    named all six parties in Parliament

    • National
    • Labour
    • Greens
    • ACT
    • NZ First
    • Te Pāti Māori
  • Gemini

    0 of 6 answers

    named all six parties in Parliament

    • National
    • Labour
    • Greens
    • ACT
    • NZ First
    • Te Pāti Māori (never named)
  • 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 · Topic by topic

Party names across this voter’s topics

Compare the parties named in answers about this voter’s main concerns. The table compares 24 answers from each edition.

The coloured bars show whether statements about a party were positive, neutral, negative or mixed. Select a figure to read the extracts.

Showing all four assistants · 24 answers

Party names across this voter’s topics: 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 MāoriTOP
Economy
Foreign affairs and defence
Jobs and unemployment
Immigration
Infrastructure and local services
Fuel and energy
04 · What changed

How Gemini’s answer changed

The exporter’s answer added more about freight, energy infrastructure and The Opportunity Party’s proposed tax credits for AI investment. It continued to compare tax deductions for equipment, public funding for innovation and hiring rules.

It dropped the earlier small-business tax comparison involving the Greens and Te Pāti Māori; these were changes in what the answer covered, rather than verified policy changes.

The extracts compare Gemini’s nationwide answers from 26 October 2026 and 31 October 2026. Each opens the original answer from the date shown. Other assistants’ complete answers are available above.

05 · Sources

Websites cited in these answers

Compare the websites cited in answers for this voter situation. Choose a topic to see its sources.

ChatGPT

52%other

Had sources6of 6

Showed you a link6of 6

  1. 1labour.org.nz, party websites,cited in 5 answers5
  2. 2ammlaw.co.nz, other,cited in 4 answers4
  3. 3bdo.nz, other,cited in 4 answers4
  4. 4national.org.nz, party websites,cited in 4 answers4
  5. 5nzfirst.nz, party websites,cited in 4 answers4
  6. 6cilt.co.nz, other,cited in 3 answers3
  7. 7greens.org.nz, party websites,cited in 3 answers3
  8. 8stories.theconversation.com, other,cited in 3 answers3
  9. 9act.org.nz, party websites,cited in 2 answers2
  10. 10businesscentral.org.nz, other,cited in 2 answers2

Gemini

83%other

Had sources6of 6

Showed you a link0of 6

  1. 1bdo.nz, other,cited in 2 answers2
  2. 2thespinoff.co.nz, news,cited in 2 answers2
  3. 3b2bnews.co.nz, other,cited in 1 answers1
  4. 4businesscentral.org.nz, other,cited in 1 answers1
  5. 5ccsdisabilityaction.org.nz, other,cited in 1 answers1
  6. 6climateactiontracker.org, other,cited in 1 answers1
  7. 7electrification.co.nz, other,cited in 1 answers1
  8. 8istart.co.nz, other,cited in 1 answers1
  9. 9kiwicoaches.co.nz, other,cited in 1 answers1
  10. 10livinginnz.co.nz, other,cited in 1 answers1

Google AI Mode

35%party websites

Had sources6of 6

Showed you a link2of 6

  1. 1labour.org.nz, party websites,cited in 4 answers4
  2. 2policy.nz, comparison sites,cited in 3 answers3
  3. 3national.org.nz, party websites,cited in 2 answers2
  4. 4nzherald.co.nz, news,cited in 2 answers2
  5. 5act.org.nz, party websites,cited in 1 answers1
  6. 6ammlaw.co.nz, other,cited in 1 answers1
  7. 7bdo.nz, other,cited in 1 answers1
  8. 8immigration.govt.nz, government,cited in 1 answers1
  9. 9livinginnz.co.nz, other,cited in 1 answers1
  10. 10tec.govt.nz, government,cited in 1 answers1

AI Overviews

40%other

Had sources6of 6

Showed you a link1of 6

  1. 1labour.org.nz, party websites,cited in 5 answers5
  2. 2rnz.co.nz, news,cited in 5 answers5
  3. 3facebook.com, social media,cited in 4 answers4
  4. 4national.org.nz, party websites,cited in 4 answers4
  5. 5businessnz.org.nz, other,cited in 3 answers3
  6. 6policy.nz, comparison sites,cited in 3 answers3
  7. 7bdo.nz, other,cited in 2 answers2
  8. 8nzherald.co.nz, news,cited in 2 answers2
  9. 9stories.theconversation.com, other,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

Each website counts once per answer. The comparison covers 24 answers from each edition; 24 of this edition’s answers included citations. Other includes websites we have not yet classified.