Evidence · NZ Election 2026 · Edition 2
Every question, every answer, every source
All 174 questions and the 793 answers produced on 12 October 2026. The 27 remaining cells produced no AI Overview.
- questions
- 174
- voter situations
- 32
- answers produced, of 820 planned
- 793
- matched temporal pairs
- 793
- identical cells per assistant in the four-platform comparison
- 178
- national and location comparisons
- 124
- answers with associated sources
- 782
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
Which parties have practical plans for apprenticeships, entry-level jobs and wages?
I'm 18, starting an apprenticeship and living with my parents. I want to become financially independent but don't understand how voting works.
Apprentice voting for the first time
Jobs and unemployment
Answered by ChatGPT, Gemini, Google AI Mode, AI Overviews
What are parties proposing that could help a young worker afford everyday expenses without just shifting the cost elsewhere?
I'm 18, starting an apprenticeship and living with my parents. I want to become financially independent but don't understand how voting works.
Apprentice voting for the first time
Cost of living
Answered by ChatGPT, Gemini, Google AI Mode, AI Overviews
If I want to move out in the next couple of years, how do the parties differ on affordable rentals and first-home access?
I'm 18, starting an apprenticeship and living with my parents. I want to become financially independent but don't understand how voting works.
Apprentice voting for the first time
Housing
Answered by ChatGPT, Gemini, Google AI Mode, AI Overviews
How do my two votes work, and what does voting for a smaller party actually mean?
I'm 18, starting an apprenticeship and living with my parents. I want to become financially independent but don't understand how voting works.
Apprentice voting for the first time
Democratic institutions and rights
Answered by ChatGPT, Gemini, Google AI Mode, AI Overviews
Do the parties differ on the cost and availability of vocational training?
I'm 18, starting an apprenticeship and living with my parents. I want to become financially independent but don't understand how voting works.
Apprentice voting for the first time
Education and childcare
Answered by ChatGPT, Gemini, Google AI Mode, AI Overviews
How do parties compare on student allowances, living-cost support and student loans?
I'm a tertiary student renting a room, working part time and using a student loan. I am struggling to fit paid work around study.
Student renting and working part time
Education and childcare
Answered by ChatGPT, Gemini, Google AI Mode, AI Overviews
Which parties are offering meaningful changes for renters, and how would their plans affect rent costs, healthy homes and tenancy security?
I'm a tertiary student renting a room, working part time and using a student loan. I am struggling to fit paid work around study.
Student renting and working part time
Housing
Answered by ChatGPT, Gemini, Google AI Mode, AI Overviews
What would parties do about food and transport costs for someone studying on a tight budget?
I'm a tertiary student renting a room, working part time and using a student loan. I am struggling to fit paid work around study.
Student renting and working part time
Cost of living
Answered by ChatGPT, Gemini, Google AI Mode, AI Overviews
What are parties proposing about graduate jobs and the rights of people doing part-time work?
I'm a tertiary student renting a room, working part time and using a student loan. I am struggling to fit paid work around study.
Student renting and working part time
Jobs and unemployment
Answered by ChatGPT, Gemini, Google AI Mode, AI Overviews
What differences are there in parties' plans for affordable mental health support for students?
I'm a tertiary student renting a room, working part time and using a student loan. I am struggling to fit paid work around study.
Student renting and working part time
Mental health and addiction
Answered by ChatGPT, Gemini, Google AI Mode, AI Overviews
What would the parties change about rental affordability, tenancy protections and the supply of rental homes?
I rent with my partner and work rostered hours that change from week to week. Our pay can drop unexpectedly, but rent and bills don't.
Renter with variable work hours
Housing
Answered by ChatGPT, Gemini, Google AI Mode, AI Overviews
Which parties would change rules around guaranteed hours, casual work and sick leave, and what are the trade-offs?
I rent with my partner and work rostered hours that change from week to week. Our pay can drop unexpectedly, but rent and bills don't.
Renter with variable work hours
Jobs and unemployment
Answered by ChatGPT, Gemini, Google AI Mode, AI Overviews
What would parties do for households whose wages are not keeping up with groceries and bills?
I rent with my partner and work rostered hours that change from week to week. Our pay can drop unexpectedly, but rent and bills don't.
Renter with variable work hours
Cost of living
Answered by ChatGPT, Gemini, Google AI Mode, AI Overviews
How do parties plan to bring down electricity costs, and is there evidence their proposals would work?
I rent with my partner and work rostered hours that change from week to week. Our pay can drop unexpectedly, but rent and bills don't.
Renter with variable work hours
Fuel and energy
Answered by ChatGPT, Gemini, Google AI Mode, AI Overviews
How would the parties' tax plans affect take-home pay for workers on modest incomes?
I rent with my partner and work rostered hours that change from week to week. Our pay can drop unexpectedly, but rent and bills don't.
Renter with variable work hours
Tax and public spending
Answered by ChatGPT, Gemini, Google AI Mode, AI Overviews
What are parties proposing about GP costs and access for working people who struggle to afford an appointment?
I rent with my partner and work rostered hours that change from week to week. Our pay can drop unexpectedly, but rent and bills don't.
Renter with variable work hours
Healthcare
Answered by ChatGPT, Gemini, Google AI Mode, AI Overviews
If rent security and having enough money left each week are my biggest priorities, which party would you recommend I vote for, and what are the trade-offs?
I rent with my partner and work rostered hours that change from week to week. Our pay can drop unexpectedly, but rent and bills don't.
Renter with variable work hours
Housing
Answered by ChatGPT, Gemini, Google AI Mode, AI Overviews
How do the parties' housing plans differ for first-home buyers rather than existing property owners?
My partner and I rent, have steady jobs and are trying to save a deposit for our first home. We worry that the target keeps moving.
Couple saving for a first home
Housing
Answered by ChatGPT, Gemini, Google AI Mode, AI Overviews
What do parties propose about investors, land use and building more homes, and how might those choices affect first-home prices?
My partner and I rent, have steady jobs and are trying to save a deposit for our first home. We worry that the target keeps moving.
Couple saving for a first home
Housing
Answered by ChatGPT, Gemini, Google AI Mode, AI Overviews
Which parties propose changes to taxes on property or capital gains, and what could those changes mean for people trying to buy?
My partner and I rent, have steady jobs and are trying to save a deposit for our first home. We worry that the target keeps moving.
Couple saving for a first home
Tax and public spending
Answered by ChatGPT, Gemini, Google AI Mode, AI Overviews
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
174rows
Download questions (CSV)Answers
nz-election-2026-answers.csv
One row per produced answer, with its complete original text.
result id, prompt id, draft id, scenario id, platform, region, words, parties, literal url answer, associated source answer, temporal pair, common four platforms, response text
793rows
Download answers (CSV)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
4,137rows
Download sources by answer (CSV)Checks against official sources
nz-election-2026-checks.csv
One row per reviewed proposition, retaining both answers, extracts and the reviewed change.
check, draft id, platform, claim, verdict, assessment, source url, source label, source date, checked date, old result id, new result id, old excerpt, new excerpt
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, with both editions.
prompt id, draft id, scenario id, issue, platform, city, edition 1 same party set, edition 1 national result, edition 1 city result, edition 2 same party set, edition 2 national result, edition 2 city result
Changes between editions
nz-election-2026-comparisons.csv
One row per identical question, assistant and location across the two collections.
prompt id, draft id, scenario id, scenario, issue, platform, region, old result id, new result id, old words, new words, same party set, old parties, new parties, added parties, removed parties, literal same domains, literal old domains, literal new domains, literal added domains, literal removed domains, associated same domains, associated old domains, associated new domains, associated added domains, associated removed domains
No AI Overview produced
nz-election-2026-coverage.csv
One row per planned cell where no AI Overview was produced.
prompt id, platform, region, draft id, block, scenario id, scenario, issue, priority, question, cause, availability
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.