Voter R03 · one of 32 voter situations
Tauranga / western Bay of Plenty — family balancing housing and commuting
“We rent in Pāpāmoa, have school-age children and commute across Tauranga for work. We want a secure home and less time lost travelling.”
- questions written for them
- 3
- answers collected
- 24
- AI assistants
- 4
- asked from, and nationally
- Tauranga
What this voter asked
Open a question to read each assistant's complete answer, including any answer asked from a location.
Question 151
Infrastructure and local services
We rent in Pāpāmoa, have school-age children and commute across Tauranga for work. We want a secure home and less time lost travelling. I am considering my vote in the 2026 New Zealand general election. What are parties proposing for transport around Tauranga and Pāpāmoa, and which proposals could realistically improve our daily commute?
Question 152
Housing
We rent in Pāpāmoa, have school-age children and commute across Tauranga for work. We want a secure home and less time lost travelling. I am considering my vote in the 2026 New Zealand general election. How would party policies affect affordable housing in Tauranga and western Bay of Plenty, including the roads and water infrastructure needed for new homes?
Question 153
Tax and public spending
We rent in Pāpāmoa, have school-age children and commute across Tauranga for work. We want a secure home and less time lost travelling. I am considering my vote in the 2026 New Zealand general election. For new housing and transport infrastructure around Tauranga, what would national government fund and what would be left to councils and ratepayers?
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
National22 of 24 answers
Labour17 of 24 answers
Greens17 of 24 answers
ACT12 of 24 answers
NZ First10 of 24 answers
Te Pāti Māori2 of 24 answers
TOP2 of 24 answers
ChatGPT
1 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
0 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)
Party names across this voter’s topics
Each row is one of this voter's topics. Each column is a party. The figure shows how often the party was named in the answers.
This table shows the answers recorded on 26 October. The coloured bars summarise how statements about each party were assessed; select a figure to read the extracts.
Showing all four assistants · 24 answers
| Topic | National | Labour | Greens | ACT | NZ First | Te Pāti Māori | TOP |
|---|---|---|---|---|---|---|---|
| Infrastructure and local services | |||||||
| Housing | |||||||
| Tax and public spending |
The same question, asked from Tauranga
These answers compare the same question asked nationally and from Tauranga. A difference does not establish what caused it.
NamedNot namedNamed only from TaurangaDropped when asked from Tauranga
| Question 151 · Infrastructure and local services | Asked nationally | Asked from Tauranga |
|---|---|---|
| ChatGPT | 3 parties named1,661 words
| 4 parties named1,597 words
|
| Gemini | 5 parties named630 words
| 2 parties named679 words
|
| Google AI Mode | 5 parties named705 words
| 5 parties named685 words
|
| AI Overviews | 4 parties named739 words
| 5 parties named623 words
|
How the main answer changed
The Tauranga answer omitted The Opportunity Party and explained that Takitimu North Link mainly serves the northwest rather than this immediate commute. It retained its comparison of driving time and public-transport costs.
That was the answer’s geographic explanation, rather than an independently measured forecast of journey times or tolls.
The extracts compare the main Gemini answer on 23 and 26 October. Each opens the original answer from its own date. Other assistants' complete answers are available above.
- 23 October 2026 · Earlier answerGemini“Vote National / ACT / NZ First if you want primary emphasis placed on road-capacity building, freight efficiency, and faster car-commute corridors, accepting that funding may lean toward user-pays or road-centric maintenance.”Open in the answer
- 26 October 2026 · Later answerGemini“Reality: While projects like the Takitimu North Link streamline regional bypasses, they primarily ease traffic moving north-west toward Western Bay of Plenty rather than the immediate Pāpāmoa-to-central-Tauranga or Mount Maunganui work commute.”Open in the answer
The sources behind these answers
The websites recorded with each assistant’s answers for this voter. Choose a topic to see its sources.
ChatGPT
46%government
Had sources6of 6
Showed you a link6of 6
- 1
tauranga.govt.nz, government,cited in 6 answers6 - 2national.org.nz, party websites,cited in 5 answers5
- 3
nzta.govt.nz, government,cited in 5 answers5 - 4labour.org.nz, party websites,cited in 4 answers4
- 5
policy.nz, comparison sites,cited in 4 answers4 - 6
letstalk.tauranga.govt.nz, government,cited in 3 answers3 - 7
participate.boprc.govt.nz, government,cited in 3 answers3 - 8
cilt.co.nz, other,cited in 2 answers2 - 9greens.org.nz, party websites,cited in 2 answers2
- 10
hud.govt.nz, government,cited in 2 answers2
Gemini
53%other
Had sources6of 6
Showed you a link0of 6
- 1
kiwicoaches.co.nz, other,cited in 3 answers3 - 2letstalk.tauranga.govt.nz, government,cited in 2 answers2
- 3nzta.govt.nz, government,cited in 2 answers2
- 4
realestate.co.nz, other,cited in 2 answers2
- 5tauranga.govt.nz, government,cited in 2 answers2
- 6wolfbrook.co.nz, other,cited in 2 answers2
- 7
interest.co.nz, other,cited in 1 answers1 - 8
minterellison.co.nz, other,cited in 1 answers1 - 9
nationalinfrastructure.govt.nz, government,cited in 1 answers1 - 10
transport.govt.nz, government,cited in 1 answers1
Google AI Mode
40%government
Had sources6of 6
Showed you a link1of 6
- 1kiwicoaches.co.nz, other,cited in 3 answers3
- 2national.org.nz, party websites,cited in 3 answers3
- 3nationalinfrastructure.govt.nz, government,cited in 3 answers3
- 4
beehive.govt.nz, government,cited in 2 answers2 - 5hud.govt.nz, government,cited in 2 answers2
- 6letstalk.tauranga.govt.nz, government,cited in 2 answers2
- 7
nzherald.co.nz, news,cited in 2 answers2 - 8policy.nz, comparison sites,cited in 2 answers2
- 9
rnz.co.nz, news,cited in 2 answers2 - 10
stories.theconversation.com, other,cited in 2 answers2
AI Overviews
45%other
Had sources6of 6
Showed you a link2of 6
- 1letstalk.tauranga.govt.nz, government,cited in 5 answers5
- 2nzbrands.ai, other,cited in 5 answers5
- 3
facebook.com, social media,cited in 4 answers4 - 4kiwicoaches.co.nz, other,cited in 4 answers4
- 5
1news.co.nz, news,cited in 3 answers3 - 6policy.nz, comparison sites,cited in 3 answers3
- 7rnz.co.nz, news,cited in 3 answers3
- 8stories.theconversation.com, other,cited in 3 answers3
- 9tauranga.govt.nz, government,cited in 3 answers3
- 10interest.co.nz, other,cited in 2 answers2
- Party websites
- Government
- News
- Comparison sites
- Advocacy groups
- Businesses
- Social media
- Other
Sources count once per answer. Citations were recorded in 24 of this voter’s 24 answers. Visible links are counted separately. Other includes websites we have not yet classified.