Evidence · Immigration

Immigration: questions, answers and evidence

Read all 797 original answers and the tables behind the findings. The 27 missing answers are from the China comparison on three platforms.

questions
143
captured answers
797
missing responses
27
answers collected
15–20 October 2026

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 143 questions

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.

  • Complete AI answers

    answers.csv

    One complete original answer, with the question, platform, country setting and migrant profile.

    question_id, surface_code, location_ref, result_id, prompt_id, platform, scan_id, collection_panel, question_text, response_text

  • The questions we asked

    question-catalogue.csv

    One question with the migrant profile, wording and purpose.

    question_id, question_version, group_id, case_id, asked_for, output_id, module_ids, category, wording_style, prompt_set, collection_panel, comparison_id, exact_text, distinguishing_facts, stated_facts, tags, status

  • Planned questions, platforms and countries

    execution-assignments.csv

    One question, platform and country we planned to collect an answer from.

    question_id, collection_panel, location_name, location_ref, surface, surface_code

  • The 27 missing answers

    missing-cells.csv

    One expected answer that was not collected.

    question_id, collection_panel, location_name, location_ref, surface, surface_code

  • Locations named for each migrant profile

    location-by-persona.csv

    How often a place was named in the twelve New Zealand answers for each migrant profile.

    persona, place, answers, denominator, wording_styles, wording_count, surface_count

  • Locations named across question wordings

    location-by-wording.csv

    One profile, platform and place, showing which versions of the question led to an answer naming the place.

    persona, surface, place, answers, denominator, wording_styles

  • Locations named by collection country

    location-by-region.csv

    One place and country setting; the China comparison has nine answers on Google AI Mode only.

    region, place, answers, denominator, surfaces

  • Eight countries on Google AI Mode

    location-ai-mode-eight-regions.csv

    One place and country across the same nine questions on Google AI Mode.

    region, place, answers, denominator

  • Matched local and overseas answers

    matched-region-answer-pairs.csv

    A New Zealand answer alongside the same question and platform using another country setting.

    region, surface, persona, question_id, result_id, nz_result_id, same_place_set, jaccard, added_names, omitted_names

  • Topics explicitly raised in the answers

    signals-by-output-platform.csv

    How often selected words and phrases appeared, by topic and platform.

    output, surface, signal, answers, denominator

  • Topics raised for each migrant profile

    signals-by-persona-output.csv

    How often selected words and phrases appeared, by migrant profile and topic.

    output, persona, signal, answers, denominator

  • Website addresses in captured answers

    captured-answer-links.csv

    Web addresses saved in the original answers, with image and file links identified.

    question_id, result_id, prompt_id, surface, surface_code, region, output, persona, wording, panel, words, raw_page, transcript, url, domain, host_class, image_or_asset

  • Extra table: links excluding images and files

    captured-links-by-platform.csv

    One platform across the same 143 New Zealand questions. The table excludes image and file links; the main Sources section counts those links.

    surface, denominator, answers_with_links, answers_with_govt_links

  • Captured answer lengths

    platform-answer-length.csv

    One platform across the same 143 local questions.

    surface, answers, median_words, mean_words

  • Recorded websites by answer

    sources-by-answer.csv

    Each website recorded as a source for an answer, with the page addresses and number of statements linked to the website.

    question_id, result_id, prompt_id, surface, surface_code, region, output, persona, wording, panel, words, raw_page, transcript, domain, publisher, claim_count, source_urls

  • Recorded sources and their original claims

    source-claim-ledger.csv

    Sources attached to individual statements, with the original answer, quotation and source passage.

    narrative_id, claim_id, question_id, result_id, prompt_id, surface, surface_code, region, output, persona, wording, panel, words, raw_page, transcript, domain, url, source_passage, claim_quote, quote_exact

  • Answers with sources and answers with links

    source-answer-coverage.csv

    Each New Zealand answer, showing whether sources were recorded and whether the answer text contains a web link.

    question_id, result_id, prompt_id, surface, surface_code, region, output, persona, wording, panel, words, raw_page, transcript, associated_websites, had_sources, literal_url_answer

  • Website publisher classifications

    source-publisher-classification.csv

    Each website, the type of organisation behind the website and the reason for the category. Unconfirmed types remain Other.

    domain, publisher, basis, source

  • Tone toward each place

    place-sentiment-ledger.csv

    One named place in one answer, with the positive, neutral, negative or mixed label, supporting passages and reason. All 108 New Zealand answers about where to live were reviewed.

    result_id, question_id, prompt_id, persona, assistant, region, place, stance, paragraph_numbers, supporting_passages, display_passage, reason, answer_sha256, reviewed_on

  • Facts supplied in each question

    prompt-reporting-eligibility.csv

    Every question, with corrected descriptions of the facts stated and limits on interpreting its answers.

    question_id, reviewed_on, prompt_sha256, original_stated_facts, corrected_stated_facts, metadata_changed, destination_explicit, descriptive_counts_included, interpretation_rule

  • Sources across question styles

    source-wording-incidence.csv

    One website, profile, topic and platform, with answer totals, question styles and the original answer references.

    persona, output, surface, domain, answers_with_source, eligible_answers, wording_styles_with_source, eligible_wording_styles, observed_styles, eligible_styles, answer_ids, by_style

  • Questions with corrected fact descriptions

    question-catalogue-reviewed.csv

    The unchanged original question text with fact descriptions reviewed on 28 October 2026.

    question_id, question_version, group_id, case_id, asked_for, output_id, module_ids, category, wording_style, prompt_set, collection_panel, comparison_id, exact_text, distinguishing_facts, stated_facts, tags, status

  • Statements checked against official sources

    statement-checks.csv

    One checked statement, with its exact passage, verdict, official source, review date and original answer reference.

    check_id, measure_id, question_checked, result_id, prompt_id, question_id, persona, assistant, wording, exact_statement, verdict, what_the_source_says, source_name, source_url, checked_on, answer_sha256

  • Policy questions covered by the checks

    statement-measures.csv

    One policy question, showing checked statements, original answers and the question wordings represented.

    measure_id, question_checked, checked_statements, distinct_answers, wording_styles_with_checked_assertions, wording_styles, answer_ids, question_ids, scope

Use the question and answer numbers to follow the evidence between tables. Locations named in warnings and comparisons count. Sources attached to an answer and web links in the answer text are counted separately.

03

The reviewed evidence

We read all 108 New Zealand answers about where to live to assess the tone toward each named place. A separate selection of 41 answers explores practical advice and contrasts across topics. The original policy checks were made on 22 October and expanded on 28 October 2026; verdicts cover selected statements, not every answer.

ChatGPT · New Zealand country setting

is moving to New Zealand worth it for an experienced dairy farm worker seeking year-round work with a partner and young child?

Is moving to New Zealand worth it for an experienced dairy farm worker and family?

It can be a good move, particularly if you have solid dairy farming experience and can secure a reliable, year-round job before relocating. But with a partner and a young child, the decision depends on more than the advertised wage: visa eligibility, guaranteed hours, housing, childcare and whether your partner can work are all important.

New Zealand has a substantial dairy industry, and experienced workers can bring valuable skills in milking, animal health, pasture management, calving and farm operations. The main question is whether the opportunity offers your family a better overall standard of living, not just a higher salary.

1. Is there year-round dairy farm work?

Yes. New Zealand dairy farms operate throughout the year, so permanent employment is possible. However, the workload and staffing needs change with the seasons.

Autumn and winter

Roughly March–August

Herd management, winter feeding, dry-cow management, pasture preparation and calving preparation. Work remains available on permanent farms, although duties vary by system and region.

Spring

Roughly August–November

Often the busiest period, with calving, calf rearing, increased milking demands and herd health work.

Summer

Roughly December–February

Milking, pasture management, heat and water management, and preparing for the next season.

For your situation, target a permanent full-time position, such as farm assistant, herd manager, assistant manager or 2IC (second-in-charge), depending on your experience. Avoid relying on short-term calf-rearing or seasonal contracts if you need income all year.

DairyNZ's guide to finding the right farm job recommends assessing the remuneration package, employer and family needs alongside the role itself. Finding the right role for you - DairyNZWorking on a New Zealand dairy farm

2. What could you earn?

New Zealand's adult minimum wage is NZ$23.95 per hour from 1 April 2026, before tax. Minimum wage rates and types

Here is an illustrative budget guide for one full-time worker. These are calculations, not a claim that every farm pays these rates.

Hourly pay Gross weekly pay at 40 hours Gross annual pay at 52 weeks
$25 $1,000 $52,000
$28 $1,120 $58,240
$30 $1,200 $62,400
$32 $1,280 $66,560

Actual take-home pay will be lower after income tax and any applicable deductions. Hours, overtime arrangements and whether the job includes accommodation will make a substantial difference.

An experienced worker may be able to negotiate above entry-level pay, especially with proven skills in herd management, machinery, animal health, pasture management or staff supervision. But experience alone does not guarantee a particular salary.

The housing advantage

Some farm jobs offer a house on the property or nearby accommodation. This can make a major difference for a family because it may reduce rent and commuting costs.

Before accepting, ask:

  • Is the house included, subsidised or charged separately?
  • How much is deducted from wages for rent?
  • Are power, internet and water included?
  • Is the property suitable for a young child?
  • What happens to the accommodation if your employment ends?

A job paying $28 an hour with affordable family housing could leave you better off than a higher-paying job where you must rent privately. Compare the complete package rather than the hourly rate alone.

3. Can you support your partner and child on one income?

This is the most important financial question.

For an experienced worker, current advertised jobs illustrate the range of possibilities:

Dairy farm assistant · permanent full-time

$60,000–$70,000/year

One advertised role includes general milking and livestock duties. Dairy Farm Assistant - Greywacke Farms Ltd

Assistant manager / 2IC · permanent full-time

$75,000–$85,000/year

An advertised role involves responsibility for day-to-day farm operations. Assistant Manager/2IC

These are examples of advertised salaries, not guaranteed offers or take-home pay. Some higher-paying jobs require longer hours, greater responsibility or experience with particular farm systems.

For a family of three, I would assess the move in three scenarios:

  • One income and farm accommodation: Potentially workable if rent is low, debt repayments are manageable and the job guarantees sufficient hours.
  • One income and private-market rent: More financially challenging, particularly if you are paying for childcare as well.
  • Two incomes: Potentially more comfortable, provided your partner has the legal right to work and can find suitable employment.

A young child also means budgeting for groceries, transport, medical costs, clothing, savings and unexpected travel. I would not base the decision on a salary alone.

4. The biggest hurdle: visas for your family

Do not assume that obtaining a dairy farm job automatically means your partner can work and your child can join you on favourable visa conditions.

Under New Zealand's Accredited Employer Work Visa (AEWV) system, eligibility to support visas for a partner and dependent children depends on factors including the occupation's skill classification and your pay. The applicable rules need to be checked against the actual job offer. Bringing family if you have an Accredited Employer Work Visa (AEWV) :: Immigration New ZealandBringing family if you have a work visa :: Immigration New Zealand

Before committing to the move, confirm:

  • You qualify for the appropriate work visa and the employer is accredited where required.
  • Your partner qualifies for a visa, and specifically a work visa if they intend to earn an income.
  • Your child qualifies for the appropriate dependent-child visa and associated schooling arrangements.
  • You understand the visa duration, renewal requirements and what happens if you change employers.

Start with the official Immigration New Zealand family visa guidance.

My advice: Verify the family visa pathway before paying recruitment fees, resigning from your current job or booking flights.

5. What about your partner and young child?

New Zealand can offer a good family lifestyle, with access to outdoor activities, schools and rural communities. But farm life has particular challenges for families.

Factor What to consider
Work-life balance Early starts, weekend duties, long days during calving and limited flexibility.
Partner's career Farms may be far from towns with a wide choice of jobs.
Childcare Availability and opening hours may not fit early-morning and weekend milking shifts.
Housing On-farm housing can help financially, but check privacy, condition and suitability for children.
Isolation Rural living may mean longer drives to healthcare, shops, childcare and social activities.
Job security A permanent contract is helpful, but understand notice periods and accommodation arrangements.

Do not assume you will automatically qualify for every government family payment. Eligibility for programmes such as Working for Families and childcare assistance depends on the relevant residency, visa and income rules. Check Inland Revenue's Working for Families guidance and Work and Income's childcare information. Can you get Working for Families?Childcare Subsidy

6. How I would approach the move

  1. Secure a job before moving. Focus on permanent, full-time jobs that explicitly state guaranteed hours and whether family accommodation is available.
  2. Target a position that reflects your experience. If you can independently manage a herd, handle animal health and reproduction, operate machinery and supervise staff, explore herd manager and 2IC roles rather than applying only for entry-level farm assistant positions.
  3. Get the full offer in writing. Check annual salary, expected hours, overtime, roster, leave, housing deductions and relocation support.
  4. Work out your family's monthly budget. Calculate the likely after-tax income, subtract housing and living expenses, and allow for periods when your partner may not be working.
  5. Check the visa route for all three of you. Confirm the details with Immigration New Zealand before making irreversible commitments.

For job hunting, useful starting points are Farm Source Jobs, SEEK New Zealand and DairyNZ's career guidance.

My overall assessment

New Zealand is worth serious consideration if you have substantial dairy experience, can secure a permanent job with a good remuneration package, and can bring your family under a workable visa arrangement.

I would be more cautious about moving if you must rely on one modest wage, pay full private rent, and have no confirmed visa pathway for your partner. A higher gross salary does not necessarily mean a better family life if the hours are excessive or your partner cannot work.

Let me tailor this to your situation

Three details would make the recommendation much more useful:

With those details, I can give you a more realistic assessment of the jobs to target, likely earnings, and whether one or two incomes are likely to make the move financially viable.

Ask anything

ChatGPT can make mistakes. Check important info.

Captured 15–20 October 2026

Gemini · New Zealand country setting

is moving to New Zealand worth it for an experienced dairy farm worker seeking year-round work with a partner and young child?

Moving to New Zealand as an experienced dairy farm worker can be well worth it, especially if your goal is long-term career progression, year-round employment, and a pathway to permanent residency. Because you are migrating with a partner and a young child, the decision involves balancing strong financial and lifestyle benefits against unique rural lifestyle adjustments and family visa logistics.


1. The Advantages: Why It Is Worth It

  • Year-Round Demand & Job Security: Unlike seasonal cropping or horticulture, New Zealand dairy farming operates year-round (though structured around the spring calving season). Experienced workers are consistently in high demand.
  • On-Farm Housing and Total Package Value: A major financial perk of New Zealand dairy farming is that many roles include free or heavily subsidized on-farm housing (often a standalone house), along with utilities and sometimes a work vehicle. This drastically slashes the cost of living compared to urban renting, making it easier to save money.
  • Clear Pathways to Residency:
    • Experienced dairy workers moving into roles like Herd Manager, Assistant Farm Manager, or Farm Manager sit on New Zealand's Green List.
    • This provides a streamlined, reliable Work-to-Residence pathway (typically after meeting work and wage thresholds over a set period, such as 3 years total with a required time in a skilled role).
  • Career Mobility: New Zealand’s dairy sector has a clear meritocratic ladder. An experienced worker can realistically progress from a Farm Assistant or Herd Manager to a Contract Milker, Sharemilker, or Farm Owner over time.

2. The Challenges & Realities to Consider

  • Long Working Hours During Peak Seasons: Spring (calving season, roughly July to October) brings intense workloads, long hours, and early starts. While average hours level out across the year (averaging around 46 hours a week industry-wide), spring can be exhausting for family life.
  • Rural Isolation: Dairy farms are typically located in rural or remote farming communities (such as Waikato, Taranaki, Canterbury, or Southland). While great for raising a young child in a safe, green environment, it can mean a lack of immediate social networks, distance from major amenities, and reliance on one or both partners driving to access towns.
  • Partner Employment Opportunities: Finding work for your partner can be challenging depending on how isolated the farm is. While some farms offer employment on the same property for partners, remote locations may limit local job options outside of agriculture or remote work.

3. Key Practical Checklist for Families

  • Visas & Immigration: Ensure your prospective employer is an Accredited Employer with Immigration New Zealand (INZ). Your employment contract must match standard Accredited Employer Work Visa (AEWV) requirements. Your partner and child can generally accompany you on dependent visas, provided wage and sponsorship thresholds are met.
  • Inspect the Accommodation: Because on-farm housing is part of your compensation package, always request photos, details on insulation/heating (crucial for New Zealand winters), and proximity to local schools and medical services before signing.
  • Check the Remuneration vs. TPV (Total Package Value): Look at the total compensation package (Base Salary + House + Utilities + Farm Perks) rather than just the hourly rate or base pay.

Summary Verdict

If you love hands-on farming, want to escape the cycle of seasonal casual work, and desire a stable environment with a clear track to immigration and farm ownership, New Zealand is one of the best places in the world to do it. However, you and your partner should be mentally prepared for rural isolation and demanding hours during peak calving season.

Are you looking at a specific region in New Zealand, or do you need help understanding the specific visa requirements for your experience level?

Ask Gemini

Gemini is AI and can make mistakes.

Captured 15–20 October 2026

Google AI Mode · New Zealand country setting

is moving to New Zealand worth it for an experienced dairy farm worker seeking year-round work with a partner and young child?

Moving to New Zealand as an experienced dairy farm worker with a partner and young child can be well worth it , but it comes with distinct trade-offs between financial/career stability and rural lifestyle adjustments. New Zealand’s dairy sector is highly structured, modern, and structurally reliant on international skills.

An evaluation of the pros, cons, and structural realities for a family considering this move highlights key factors:

The Pros (Why it’s worth it)

  • Year-Round, Stable Employment: Unlike seasonal agricultural work in other parts of the world, New Zealand dairy farming operates year-round (though with intense peaks like calving in spring). Experienced workers are in high demand through organizations like Federated Farmers and specialized agricultural recruiters.

  • On-Farm Accommodation: A massive perk in New Zealand dairy jobs is that farm roles frequently include free or heavily subsidized housing (often a 3-to-4-bedroom family home right on the farm). This drastically cuts down the cost of living compared to renting in urban centers.

  • Clear Pathways to Residency: Experienced roles (such as Herd Managers or Assistant Managers) often align with New Zealand’s immigration frameworks (such as Green List pathways or Work-to-Residence visa tracks), offering a legitimate long-term future for your family if you meet skill and median wage thresholds.

  • Great Environment for Young Children: Rural New Zealand offers a safe, community-oriented, and outdoor-focused lifestyle for raising a young child, with tight-knit local rural primary schools.

The Cons & Challenges (What to watch out for)

  • High Demands & Isolation: Dairy farming is hard physical work with demanding rosters (e.g., 12 days on, 2 days off during peak seasons). Farms can be geographically isolated, which means your partner and child might face social isolation or a heavy reliance on driving long distances to access playgroups, healthcare, or amenities.

  • Partner Employment Hurdles: While your primary visa may be tied to an accredited dairy employer, your partner can typically secure work rights, but finding local employment in remote rural areas can be challenging depending on their skill set and local job availability.

  • Cost of Living and Relocation Costs: While housing is often provided, general groceries, fuel, and utilities in rural areas can add up. Initial setup costs (flights, shipping, vehicle purchases) require a solid financial cushion.

If you're considering taking the next step, let me know:

  • What specific tier of dairy work (e.g., Herd Manager, Assistant Manager) matches your experience level?
  • Does your partner intend to work off-farm, or care for your young child?

I can provide more targeted details on current median wage requirements or visa pathways via Immigration New Zealand.

Ask anything

Captured 15–20 October 2026

AI Overviews · New Zealand country setting

is moving to New Zealand worth it for an experienced dairy farm worker seeking year-round work with a partner and young child?

AI Overview

Yes, moving to New Zealand is highly viable and potentially very rewarding for an experienced dairy farm worker, but its worth depends heavily on matching your exact experience level to the right visa pathway. The New Zealand dairy industry relies heavily on skilled migrant labor, and because dairy farming is a year-round operation managing permanent herds, you can easily secure stable, continuous employment rather than seasonal work.

However, bringing a partner and child means you must target a visa that grants family sponsorship and public health/education rights.


🚜 The Job Market & Experience Advantage

Your experience is a major asset. While entry-level "Farm Assistant" roles are often subject to shorter, temporary visas (like a 3-year maximum on an Accredited Employer Work Visa), experienced workers who can step into senior roles like Herd Manager, Assistant Farm Manager, or Farm Manager face a much smoother path.

  • Year-Round Stability: Unlike fruit picking or viticulture, dairy farming in New Zealand is non-seasonal for core staff. You will have consistent hours and income throughout the year.
  • On-Farm Accommodation: Most dairy employers provide heavily subsidized or free on-farm housing as part of your salary package. This completely bypasses New Zealand's competitive and expensive urban rental market.

🛂 Visa Pathways & Family Logistics

To make the move "worth it" for a family, your visa must allow your partner to work and your child to access local systems.

  • The Green List (Residency Pathway): Skilled dairy roles (such as Herd Managers and above) often align with Immigration New Zealand's Green List Work to Residence pathway. If you secure an eligible role with an Accredited Employer and meet the median wage thresholds, you can apply for permanent residency after a set period of qualifying work.
  • Partner Work Rights: If you qualify for a high-skilled or Green List-aligned work visa, your partner will generally be eligible for an open work visa, allowing them to work in any industry.
  • Child Healthcare and Schooling: Dependent children of skilled work visa holders are eligible for domestic student status, giving them access to free state-funded primary schooling and heavily subsidized public healthcare.

🏡 Quality of Life vs. Rural Realities

New Zealand offers an exceptional environment for raising a young child, prioritizing outdoor lifestyle, safe communities, and a relaxed pace of life. However, the reality of dairy farming requires careful consideration:

  • Early Hours and Physical Demands: The job demands very early morning starts, intensive calving seasons, and working through winter elements.
  • Rural Isolation: Dairy farms are located in rural areas. While this offers beautiful surroundings, it means your partner and child may be far from major towns, requiring a car and active effort to integrate into local community groups.

To help give you the most accurate advice, what is your exact job title or years of experience , and what country's passport do you hold? Knowing this will help narrow down your precise visa options and salary expectations.

Ask anything

Captured 15–20 October 2026