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

I'm considering postgraduate study, but I have a limited budget for tuition and living costs. What costs or financial risks should I plan for before and after the move?

Planning for postgraduate study on a limited budget

If you're considering postgraduate study in New Zealand or moving overseas to study, the biggest financial risk is budgeting for tuition and rent alone. You also need to account for upfront moving costs, the time before your first income arrives, unexpected expenses, and what happens if your course takes longer than expected.

A good approach is to plan your finances in three stages: before you move, while you're studying, and after graduation. Your citizenship or residency status, destination country, course length and ability to work will make a major difference to the numbers.

1. Costs to plan for before the move

Tuition and enrolment

  • Tuition fees for every year of the qualification, not just the first semester.
  • Student services fees, course materials, software, equipment and fieldwork.
  • Deposits and the possibility of fees increasing in later years.
  • Exchange-rate changes if your fees are in a foreign currency.

Relocation and administration

  • Flights, baggage, airport transfers and transport to your accommodation.
  • Visa applications, medical checks, police certificates and document certification, where required.
  • Travel insurance and any mandatory health insurance.
  • Temporary accommodation while you look for somewhere permanent.

Housing setup

  • Bond or security deposit, rent in advance and possible accommodation fees.
  • Bedding, kitchen equipment, warm clothing and other essentials.
  • Furniture, internet setup and utility connections.
  • Storage, shipping or selling possessions you cannot take with you.

Key risk: these costs arrive before you've settled in or established a reliable income. Keep your moving fund separate from money reserved for tuition and everyday living.

2. Living costs during your studies

If you plan to study in New Zealand, these published estimates are useful starting points, though your actual costs will depend on your accommodation, location and lifestyle.

Expense Planning guide
Shared accommodation From NZ$140/week
Groceries NZ$80–$120/week
Public transport Up to NZ$37/week
Mobile phone Around NZ$19/month
Electricity in a private house NZ$200–$300/month

Illustrative figures from the official Study with New Zealand cost guide; not guaranteed current prices. Tuition fees and cost of living

For international students, the government currently requires evidence of at least NZ$20,000 per year for living expenses for tertiary study lasting a year or longer, in addition to tuition. This is an immigration requirement, not a guarantee that the money will cover your actual expenses. Student fund requirements :: Immigration New Zealand

Remember to include costs that are easy to underestimate:

  • Healthcare: insurance, prescriptions, dental treatment and other out-of-pocket expenses.
  • Study expenses: textbooks, printing, specialist software, research travel and equipment.
  • Transport: commuting, late-night travel and occasional trips home.
  • Social and personal spending: clothing, exercise, gifts and maintaining friendships.
  • Seasonal costs: heating, power bills, winter clothing and holiday travel.

3. Financial risks while you're studying

Relying on a part-time job

You may not find work immediately, may get fewer shifts than expected, or may need to reduce your hours around exams and deadlines. If you're an international student, your visa conditions may restrict when and how much you can work. Don't base essential expenses on income you haven't secured.

Your course taking longer than planned

A failed paper, a delayed thesis, a change of research topic or an unavailable supervisor can mean extra fees and months of living expenses. Ask about extension fees, repeat-course charges and whether scholarships continue if you need extra time.

Funding falling short

Scholarships may be competitive, limited to certain expenses or conditional on academic performance. Student loans can create long-term repayment obligations, and family support can change unexpectedly. Don't count conditional funding as guaranteed cash.

Unexpected emergencies

Illness, family emergencies, urgent travel, lost income or a rental move can put pressure on a tight budget. Keep a separate emergency reserve rather than using all your savings to pay tuition upfront.

4. Costs and risks after graduation

Your financial plan should extend beyond your final assignment or thesis submission.

  • A gap before employment: You may need several months of rent, food and transport while applying and interviewing for jobs.
  • Job-search expenses: Professional clothing, interview travel, certifications, registration fees and relocation for a suitable role.
  • Visa and immigration expenses: If you plan to remain in New Zealand or move abroad, check the relevant post-study visa, application fees, eligibility rules and deadlines.
  • Student debt: Work out the likely repayments, interest and currency risks if you borrowed in another country.
  • Moving again: Returning home, relocating for work, shipping possessions or ending a tenancy can all require significant cash.
  • Uncertain returns on your qualification: A postgraduate degree does not guarantee a particular salary or a job in your chosen field.

For example, if you're an international student planning to remain in New Zealand after graduating, the Post-Study Work Visa has its own eligibility criteria, application cost and financial requirements. Don't assume every postgraduate qualification gives you the same work rights. Check the official Post-Study Work Visa guidance. Post-Study Work Visa » Immigration New ZealandPost-Study Work Visa eligibility extended from 16 November 2026 :: Immigration New Zealand

5. Ways to make postgraduate study more affordable in New Zealand

  • Compare total qualification costs, not just annual tuition. A shorter qualification may cost less overall, but check its value for your career goals.
  • Look for scholarships before accepting an offer. The official Study with New Zealand scholarship finder lists opportunities for eligible students. Scholarships in New Zealand: Find a scholarship
  • Check domestic funding eligibility. If you're eligible for a New Zealand Student Loan, it may help with compulsory fees and living costs. However, postgraduate students generally cannot receive a Student Allowance unless they're studying a bachelor's degree with honours, and loans must be repaid. Check StudyLink's postgraduate guidance. Postgraduate studyStudent Loan
  • Investigate research funding. Research master's and doctoral programmes may offer scholarships that cover tuition and provide a living stipend. Check exactly which study periods and expenses are covered.
  • Reduce housing costs carefully. Shared accommodation, university housing and living close to campus can reduce the combined cost of rent and transport.
  • Keep working if practical. Part-time or flexible employment can help, but protect enough time to finish your qualification on schedule.

6. Build a financial safety buffer

A practical starting point is to create three separate pools of money:

  1. Upfront costs

Tuition due before starting, travel, visa fees, bond, rent in advance and essential purchases.

  1. Living expenses

Enough to cover your realistic monthly budget throughout the course, less only the income and funding you can reasonably rely on.

  1. Emergency and exit fund

As a planning target, aim for three to six months of essential expenses if possible, plus money for an unexpected trip home or relocation. A smaller buffer is still better than none.

Stress-test your budget by asking what happens if rent rises by 10%, you earn nothing for two months, or your qualification takes an extra semester. If any one of those events would force you to abandon your studies or take on unaffordable debt, consider changing the plan before committing.

7. Work out what your own budget needs to cover

I can help you turn this into a realistic study budget. The most important first question is: Are you planning to study in New Zealand, or move overseas from New Zealand for postgraduate study?

That determines which tuition rates, financial assistance schemes, visa rules and moving costs we should use.

Ask anything

ChatGPT can make mistakes. Check important info.

Captured 15–20 October 2026

Gemini · New Zealand country setting

I'm considering postgraduate study, but I have a limited budget for tuition and living costs. What costs or financial risks should I plan for before and after the move?

Planning for postgraduate study in New Zealand on a limited budget requires looking well beyond headline tuition numbers. Whether you are a domestic or international student, unexpected upfront costs and cash-flow traps can quickly derail a tight financial plan.

The essential costs, hidden fees, and financial risks to plan for before and after your move are broken down below.


1. Pre-Move Costs & Upfront Financial Risks

Before you even step foot on campus or start your semester, you will face several mandatory out-of-pocket expenses:

  • Application & Visa Processing Fees: If you are an international student, expect application fees (NZD 100 to 150) and a student visa application fee (around NZD 850), plus potential medical exams or police clearances (NZD 200 to 400).
  • Proof of Funds (Immigration Requirement): International students must prove access to at least NZD 20,000 per year for living costs (or NZD 1,667 per month for shorter programs), on top of your tuition fees and return airfare. Relying on finding an immediate job to cover these funds is a major risk.
  • Mandatory Health & Travel Insurance: As a visa requirement for international students, comprehensive medical and travel insurance is compulsory and typically costs NZD 600 to 900 annually.
  • Initial Tuition Deposits: Universities generally require a semester or full-year tuition deposit before issuing the formal offer of place needed for a visa or enrolment. For postgraduate non-PhD study, annual international fees range between NZD 20,000 and NZD 45,000+ depending on the discipline (with engineering, business, and health sciences leaning higher). Domestic students face significantly lower subsidized rates, though student service fees still apply.

2. Post-Move Cash Flow & Living Cost Risks

Once you arrive, daily expenses and structural cash-flow gaps represent the highest risk to a tight budget:

  • Accommodation Volatility: Housing is your largest variable expense. Major urban centres like Auckland and Wellington carry significantly higher weekly rents compared to regional student hubs like Dunedin, Christchurch, or Hamilton. Moving without a secured lease risks forcing you into expensive short-term temporary accommodation.
  • Upfront Bond and Utilities: Securing a private rental or shared flat usually requires up to 4 weeks' rent as a bond plus 2 weeks' rent in advance. Additionally, setting up utilities (power, internet) often incurs connection fees.
  • Course-Specific Incidentals: Do not assume tuition covers everything. Postgraduate programs frequently require specialized textbooks, software licenses, printing, fieldwork, or professional memberships, adding an extra NZD 500 to 1,500 per year.
  • Part-Time Work Market Realities: While student visas often permit up to 25 hours of work per week during study terms (and full-time during scheduled breaks), competition for entry-level part-time jobs can be fierce, especially in university towns. Never budget on the assumption that you will secure immediate employment upon arrival.

Interactive Cost Projection Model

Use the simulation model below to project your baseline living and tuition costs over your planned study horizon, factoring in potential inflation or unexpected expenses.

```json { "labels": { "currencySymbol": "NZD $", "title": "Postgraduate Budget & Expense Projection", "xAxis": "Years in Study", "yAxis": "Total Cumulative Cost", "slidersTitle": "Adjust your cost parameters", "footerNote": "*Estimates cumulative spending across tuition, housing, and baseline living costs." }, "xParam": "years", "params": [ { "key": "tuition", "label": "Annual Tuition Cost", "value": 30000, "min": 5000, "max": 60000, "step": 1000, "format": "currency" }, { "key": "living", "label": "Annual Living Costs (Rent + Food)", "value": 20000, "min": 10000, "max": 40000, "step": 500, "format": "currency" }, { "key": "buffer", "label": "Contingency / Buffer (%)", "value": 10, "min": 0, "max": 25, "step": 1, "format": "percent" }, { "key": "years", "label": "Program Duration (Years)", "value": 2, "min": 1, "max": 4, "step": 0.5, "format": "years" } ], "series": [ { "key": "total_cost", "label": "Cumulative Projected Cost", "colorVar": "--chart-1", "fill": true, "formula": "(tuition + living) * (1 + buffer/100) * t" } ], "summary": [ { "label": "Annual Base Cost", "value": "tuition + living", "format": "currency" }, { "label": "Contingency Buffer", "value": "buffer", "format": "percent" }, { "label": "Total Estimated Investment", "value": "total_cost", "format": "currency", "colorClass": "positive" } ] } ```

Recommended Next Steps

Ask Gemini

Gemini is AI and can make mistakes.

Captured 15–20 October 2026

Google AI Mode · New Zealand country setting

I'm considering postgraduate study, but I have a limited budget for tuition and living costs. What costs or financial risks should I plan for before and after the move?

Embarking on postgraduate study in New Zealand with a tight budget requires careful mapping of both predictable and hidden expenses. Financial pressures can shift dramatically between your pre-move preparation, your active study months, and the transition back into the workforce.

Costs to Plan For (Before and During the Move)

  • Tuition and Compulsory Fees: Postgraduate fees vary widely by discipline (e.g., arts vs. professional or clinical master's degrees) and whether you study part-time or full-time. Check specific programme pages via Study with New Zealand to estimate exact course fees.

  • Course-Related Costs: Factor in up to $1,000 per year for mandatory readings, specialized software, printing, or research equipment that tuition doesn't cover.

  • Relocation and Setup: Transporting belongings, securing temporary housing while flat hunting, and paying bond (up to 4 weeks' rent plus 2 weeks in advance) can quickly drain initial savings before your first stipend or loan payment arrives.

  • Living Expenses: Weekly essentials include groceries ($80–$120), utilities, transport, and communications. If moving between regions, note that accommodation and transport costs fluctuate significantly between main centres and regional towns.

Financial Risks to Anticipate

  • The Parental Income Trap (Under 24): If you are under 24, the non-repayable Student Allowance is heavily means-tested against your parents' combined income. Many students assume they qualify, only to find themselves ineligible and forced to rely on repayable Student Loan Living Costs (capped around $333.48 per week).

  • Income Shock from Reduced Work Hours: Transitioning from full-time work to intensive postgraduate study often restricts your ability to maintain a part-time job. Overestimating how many hours you can comfortably work alongside a heavy research or coursework load can lead to sudden cash-flow deficits.

  • Post-Study Repayment Obligations: While a New Zealand Student Loan is interest-free while living in the country, mandatory repayments kick in as soon as your earnings cross the threshold ($24,128 per year), taking 12% of every dollar earned above that limit. Postgrad study increases your overall loan balance, reducing your net entry-level disposable income post-graduation.

  • Inflation and Unexpected Price Hikes: Rent, power, and grocery inflation can outpace initial budget projections. Running out of contingency funds mid-semester forces reliance on high-interest overdrafts or emergency assistance if personal savings hit zero.

If you can share:

  • Whether you are a domestic or international student
  • Your age group (under or over 24)
  • The intended field or qualification (e.g., PGDip, Master's, PhD)

I can help tailor more precise support thresholds and budgeting estimates.

Ask anything

Captured 15–20 October 2026

AI Overviews · New Zealand country setting

I'm considering postgraduate study, but I have a limited budget for tuition and living costs. What costs or financial risks should I plan for before and after the move?

AI Overview

Pursuing postgraduate study in New Zealand on a limited budget is possible, but navigating the costs requires careful financial planning both before and after your move.

The primary baseline to consider is that Immigration New Zealand requires international students to prove they have at least NZD $20,000 per year (or NZD $1,667 per month) for living expenses, in addition to having enough funds to cover your tuition.


1. Costs & Risks Before the Move

A significant portion of your budget will be spent before you even board the plane.

Pre-Departure Expenses

  • Tuition Deposits: Most universities require you to pay the first full year of tuition upfront to secure your Confirmation of Place for the visa application. Taught Master’s degrees generally range from NZD $19,000 to $37,000 per year. (Note: If you are doing a PhD, you qualify for domestic fee structures, which drops this significantly to around NZD $6,500 to $10,500 per year).
  • Visa and Administrative Fees: The student visa application fee is around NZD $375 to $750 depending on updates and where you apply. You must also factor in the cost of mandatory medical certificates and chest X-rays.
  • English Language Tests: If required, standardized tests like IELTS, PTE Academic, or TOEFL cost roughly NZD $300 to $450.
  • Medical & Travel Insurance: You cannot opt out of this. Compulsory international student health insurance ranges between NZD $500 and $700 per year.
  • Relocation Flights: One-way or return flights to New Zealand, including any domestic connections from major hubs like Auckland, can fluctuate heavily depending on the season.

Pre-Departure Financial Risks

  • Exchange Rate Volatility: If your home currency drops significantly against the New Zealand Dollar (NZD) between the time you get your offer and the time you pay, your real-world costs could suddenly skyrocket.
  • Visa Delay Holding Costs: If your visa processing is delayed, you might miss your intake, forcing you to rebook flights or hold temporary accommodation bookings, resulting in lost deposits.

2. Costs & Risks After the Move

Once you arrive, ongoing lifestyle choices and hidden fees will dictate your day-to-day budget.

Post-Arrival Ongoing Costs

  • Accommodation Deposits (Bond): When renting flatshares or moving into student halls, you must legally pay up to 4 weeks of rent as a "bond" upfront, plus 1–2 weeks of rent in advance. Weekly shared flatting can range from NZD $120 to $180+ (excluding utilities), meaning an initial upfront layout of NZD $700–$1,000+ just to secure a room.
  • The Student Services Levy: Beyond tuition, universities charge a compulsory campus levy covering healthcare, gym access, and student services. This averages NZD $900 to $1,200 per year.
  • Utilities and Food: Groceries average NZD $80–$120 weekly , while internet, power, and mobile plans can easily total NZD $150–$200 monthly per person in a shared flat environment.

Post-Arrival Financial Risks

  • Underestimating the Local Cost of Living: Depending on which region you settle in, costs fluctuate heavily. Flatting in larger commercial or political hubs is substantially more expensive than renting in smaller university towns.
  • Over-reliance on Part-Time Work: While eligible international postgraduate students can work up to 25 hours per week during term time (and full-time during breaks), the local job market can be highly competitive. Balancing intensive postgraduate study with work is difficult, and finding a job immediately upon arrival is never guaranteed.
  • Winter Utility Spikes: Many rental properties in New Zealand lack central heating. During winter, electricity bills for personal heaters can double or triple unexpectedly.

Key Recommendations to Lower Your Risk

Strategy Actionable Detail
Target Affordable Providers Look closely at institutions outside major hubs (e.g., Lincoln University or regional Institutes of Technology) where tuition and rent are generally lower.
Apply for Scholarships Early Many New Zealand universities offer targeted international scholarships that slash NZD $5,000–$10,000 off the first year’s tuition.
Avoid Bank Hidden Fees Minimize international wire fees by using modern multi-currency transfer platforms instead of traditional high-street banks.

If you'd like to narrow down these numbers, tell me:

  • What field of study or specific type of postgraduate degree (Taught Master's vs. PhD) are you targeting?
  • Are you open to studying in smaller regional towns , or do you prefer major metropolitan areas?
  • Will you be relocating alone or with a partner/family?
Ask anything

Captured 15–20 October 2026