Voter R05 · one of nine locations

Taranaki: engineering worker weighing the energy transition

“I work for an engineering firm in New Plymouth that serves the energy sector. I have a mortgage and worry about whether there will be steady local work over the next few years.”

questions written for them
3
answers collected
23
AI assistants
4
asked from, and nationally
New Plymouth
01 · What they asked

3 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, asked nationally and from New Plymouth.

  • PF158

    Jobs and unemployment

    I work for an engineering firm in New Plymouth that serves the energy sector. I have a mortgage and worry about whether there will be steady local work over the next few years. I am considering my vote in the 2026 New Zealand general election. What practical plans do parties have to sustain engineering and energy-sector jobs in Taranaki, and how much of each plan is funded rather than an aspiration?

  • PF159

    Fuel and energy

    I work for an engineering firm in New Plymouth that serves the energy sector. I have a mortgage and worry about whether there will be steady local work over the next few years. I am considering my vote in the 2026 New Zealand general election. How do parties differ on gas, renewable energy and industrial investment in Taranaki, and what evidence is there about the implications for local workers?

  • PF160

    Education and childcare

    I work for an engineering firm in New Plymouth that serves the energy sector. I have a mortgage and worry about whether there will be steady local work over the next few years. I am considering my vote in the 2026 New Zealand general election. If work in Taranaki's energy sector changes, what would parties offer experienced workers who need to retrain or use their skills in a different industry?

02 · Parties named

Which parties AI put in front of this voter

Of the 23 answers this voter received, 16 left out at least one of the six parties in Parliament. Te Pāti Māori was named least often, in 7 of 23.

Answers naming each party, out of 23

  • National23 of 23 answers
  • Labour23 of 23 answers
  • Greens23 of 23 answers
  • ACT20 of 23 answers
  • NZ First21 of 23 answers
  • Te Pāti Māori7 of 23 answers
  • Opportunity4 of 23 answers
  • ChatGPT

    2 of 6 answers

    named all six parties in Parliament

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

    3 of 6 answers

    named all six parties in Parliament

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

    2 of 5 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 · 23 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
Jobs and unemployment
Fuel and energy
Education and childcare
04 · Asked from New Plymouth

What changed when the question was asked from New Plymouth

The same question, word for word, asked nationally and from New Plymouth. For this voter's main question, 3 of the 4 assistants named a different set of parties.

NamedNot namedNamed only from New PlymouthDropped when asked from New Plymouth

Parties named in PF158 (Jobs and unemployment), asked nationally and from New Plymouth
PF158 · Jobs and unemploymentAsked nationallyAsked from New Plymouth
ChatGPT

6 parties named2,462 words

  • National, named
  • Labour, named
  • Greens, named
  • ACT, named
  • NZ First, named
  • Te Pāti Māori, not named
  • Opportunity, named

7 parties named2,329 words

  • National, named
  • Labour, named
  • Greens, named
  • ACT, named
  • NZ First, named
  • Te Pāti Māori, named only from the town
  • Opportunity, named
Gemini

6 parties named758 words

  • National, named
  • Labour, named
  • Greens, named
  • ACT, named
  • NZ First, named
  • Te Pāti Māori, not named
  • Opportunity, named

5 parties named853 words

  • National, named
  • Labour, named
  • Greens, named
  • ACT, named
  • NZ First, named
  • Te Pāti Māori, not named
  • Opportunity, dropped from the town answer
Google AI Mode

6 parties named633 words

  • National, named
  • Labour, named
  • Greens, named
  • ACT, named
  • NZ First, named
  • Te Pāti Māori, named
  • Opportunity, not named

5 parties named933 words

  • National, named
  • Labour, named
  • Greens, named
  • ACT, named
  • NZ First, named
  • Te Pāti Māori, dropped from the town answer
  • Opportunity, not named
AI Overviews

4 parties named701 words

  • National, named
  • Labour, named
  • Greens, named
  • ACT, not named
  • NZ First, named
  • Te Pāti Māori, not named
  • Opportunity, not named

4 parties named558 words

  • National, named
  • Labour, named
  • Greens, named
  • ACT, not named
  • NZ First, named
  • Te Pāti Māori, not named
  • Opportunity, not named
05 · What they were told

How the assistants handled this voter's main question

Adds Opportunity and precise funding assertions

The refreshed Taranaki response replaces Te Pāti Māori with Opportunity and adds precise survey, battery and energy-capacity assertions. It labels Labour’s offer budget-allocated co-funding while also discussing a future platform, without clearly proving which appropriation already exists. The crucial distinction between regulatory permission, a party pledge and funded local work therefore remains unresolved in the answer. No actual engineering job pipeline is measured.

The excerpts compare answers to this voter’s main question on 16 October 2026 and 19 October 2026. The figures above include all produced answers for this situation. Each extract opens its dated original answer.

06 · 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

37%party websites

Had sources6of 6

Showed you a link6of 6

  1. 1reuters.com, news,cited in 6 answers6
  2. 2beehive.govt.nz, government,cited in 4 answers4
  3. 3greens.org.nz, party websites,cited in 4 answers4
  4. 4labour.org.nz, party websites,cited in 4 answers4
  5. 5mbie.govt.nz, government,cited in 4 answers4
  6. 6national.org.nz, party websites,cited in 4 answers4
  7. 7energyresources.org.nz, other,cited in 3 answers3
  8. 8act.org.nz, party websites,cited in 2 answers2
  9. 9budget.govt.nz, government,cited in 2 answers2
  10. 10engineeringnz.org, other,cited in 2 answers2

Gemini

69%other

Had sources6of 6

Showed you a link0of 6

  1. 1electrification.co.nz, other,cited in 4 answers4
  2. 2whichparty.nz, comparison sites,cited in 4 answers4
  3. 3powercompare.co.nz, other,cited in 3 answers3
  4. 4nzbrands.ai, other,cited in 2 answers2
  5. 5energyresources.org.nz, other,cited in 1 answers1
  6. 6greenpeace.org, other,cited in 1 answers1
  7. 7opportunity.org.nz, party websites,cited in 1 answers1

Google AI Mode

45%other

Had sources5of 5

Showed you a link0of 5

  1. 1rnz.co.nz, news,cited in 4 answers4
  2. 2taranakichamber.co.nz, other,cited in 3 answers3
  3. 3facebook.com, social media,cited in 2 answers2
  4. 4newsroom.co.nz, other,cited in 2 answers2
  5. 5beehive.govt.nz, government,cited in 1 answers1
  6. 6elections.nz, government,cited in 1 answers1
  7. 7hansard.parliament.nz, other,cited in 1 answers1
  8. 8labour.org.nz, party websites,cited in 1 answers1
  9. 9opunakecoastalnews.co.nz, other,cited in 1 answers1
  10. 10phcc.org.nz, other,cited in 1 answers1

AI Overviews

58%other

Had sources6of 6

Showed you a link1of 6

  1. 1newsroom.co.nz, other,cited in 5 answers5
  2. 2powercompare.co.nz, other,cited in 4 answers4
  3. 3rnz.co.nz, news,cited in 4 answers4
  4. 4whichparty.nz, comparison sites,cited in 4 answers4
  5. 5electrification.co.nz, other,cited in 3 answers3
  6. 6taranakichamber.co.nz, other,cited in 3 answers3
  7. 7youtube.com, social media,cited in 3 answers3
  8. 81news.co.nz, news,cited in 2 answers2
  9. 9facebook.com, social media,cited in 2 answers2
  10. 10greens.org.nz, party websites,cited in 2 answers2
  • 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 23 answers have at least one. Publisher shares count website-and-answer associations; they are separate from answer counts.