Know your visa risk before you apply.

Why officers weigh this

Every major destination sets a PUBLISHED minimum funds figure AND requires the money to be genuinely available, liquid, and explainable — not merely present as a headline balance. Canada (IRCC): a single study-permit applicant outside Quebec must show CAD 22,895 in living costs (indexed to 75% of the Low-Income Cut-Off) effective 1 Sep 2025, ON TOP of first-year tuition and travel — this is living costs only (canada.ca study-permit "Proof of financial support" page; corroborated by CIC News, 1 Sep 2025). UK (UKVI): the Student route needs GBP 1,171/month outside London or GBP 1,529/month in London for up to 9 months plus course fees, and critically the money must sit in an acceptable account for 28 CONSECUTIVE days and never dip below the required level; overdrafts, shares, pensions, property and cryptocurrency are explicitly NOT accepted (GOV.UK "Financial evidence for Student and Child Student route applicants" and "Student visa: Money"). That 28-day consecutive-holding rule is the clearest official codification of fund "seasoning." Australia (Home Affairs): applicants must show genuine access to AUD 29,710 for 12 months of living costs plus tuition and travel, assessed under the Genuine Student requirement (Home Affairs financial-capacity guidance, effective 2024). New Zealand (INZ): funds must be "genuinely available for you to access" and "from a source that we can confirm," and INZ instructs applicants to explain any deposit over NZD 2,000 and any recently opened account with proof such as payslips or tax returns (immigration.govt.nz "Student fund requirements", read directly). USA (DHS): the I-20 requires evidence that liquid funds cover the full first-year cost of attendance, with second-year funds allowed to be non-liquid (DHS Study in the States "Financial Ability"). Across all five, and repeatedly in Canadian GCMS refusal notes for Indian applicants, the single most common funds-related refusal reason is a large lump sum deposited shortly before applying with no documented source — which is exactly why this dimension scores sufficiency, seasoning, source-documentation and liquidity rather than the balance alone. Verification note: canada.ca, Home Affairs and DHS returned HTTP 403 to our automated fetcher, but each figure is corroborated by the official-linked search summaries and CIC News; the UK and NZ official pages were read directly. Every option here reflects money facts the applicant can change or document — nothing is scored on caste, religion, region, gender, marital status, or age.

Scoring rules

This dimension scores four things officers actually test on funds, and the four question maxima sum to exactly 100: Sufficiency (35), Seasoning (25), Source documentation (25), and Liquidity/form (15). A perfect answer set — full coverage including fees and travel, money held 6+ months, a fully documented income/asset source, and liquid funds — scores 35+25+25+15 = 100. The weakest honest answers (haven't checked the figure or fall short, a lump sum just deposited or not yet deposited, an undocumentable source, and informal cash) score 0+0+0+0 = 0. Every real applicant lands in between; the score is the plain sum of the option you pick for each of the four questions. Weights reflect real refusal patterns. Sufficiency is heaviest (35) because no amount of documentation rescues genuinely insufficient funds — you simply need enough, and "enough" always means the published living-cost minimum PLUS tuition and travel, never the living line alone. Seasoning (25) and Source (25) are weighted almost as high because a large, freshly deposited, unexplained sum is the single most common funds-related refusal for Indian applicants across Canada, the UK, and NZ — having the money is not the same as showing it credibly. Liquidity (15) is lighter because it is usually fixable: converting property or shares to cash, or getting a loan sanctioned, moves you from a low option to a high one. Fairness notes, applied deliberately. First, nothing here is scored on anything you cannot change or that would be discriminatory — there is no penalty for caste, religion, region of India, gender, marital status, or age; the tool only asks about money facts you can improve or document. Second, a fresh-but-legitimate lump sum (for example, you genuinely just sold a plot last week) scores 0 on seasoning today, but that is a statement of readiness, not of honesty — the honest fix is time in the account plus the sale deed and bank trail, and this dimension is transparent about that rather than hiding it. Third, relying on a sponsor or a sanctioned education loan is fully legitimate and scores well when documented (18 of 25 on source); it sits just below your own documented income only because savings from your own income are the strongest single signal, not because sponsors or loans are penalised. The output is an honest self-assessment of how well you can demonstrate your funds — it does not predict a decision, which always rests with the visa officer.

Sources

• https://www.canada.ca/en/immigration-refugees-citizenship/services/study-canada/study-permit/get-documents/financial-support.html
• https://www.cicnews.com/2025/09/increased-fund-requirements-for-study-permits-take-effect-0959314.html
• https://www.gov.uk/student-visa/money
• https://www.gov.uk/guidance/financial-evidence-for-student-and-child-student-route-applicants
• https://immi.homeaffairs.gov.au/news-media/archive/article?itemId=1196
• https://www.immigration.govt.nz/process-to-apply/applying-for-a-visa/providing-evidence-and-documents-to-support-your-visa-application/student-fund-requirements/
• https://studyinthestates.dhs.gov/students/prepare/financial-ability

Why officers weigh this

Home ties is the single most-cited refusal ground for visitor visas, and it rests on published law and policy, not folklore. USA: under INA section 214(b) every visitor/student applicant is presumed to be an intending immigrant and must prove ties abroad strong enough to compel departure; the US State Department's visa-denials page names "your job, your home, your relationships with family and friends" as the ties officers weigh, and 9 FAM 403.10 governs these refusals (travel.state.gov/content/travel/en/us-visas/visa-information-resources/visa-denials.html; fam.state.gov/fam/09FAM/09FAM040310.html). UK: Appendix V, paragraph V 4.2 requires the applicant to satisfy the caseworker they "will leave the UK at the end of their visit" and will not make the UK their main home, assessed on personal, economic and family ties (gov.uk/guidance/immigration-rules/immigration-rules-appendix-v-visitor). Canada: IRPA s.22(2) allows "dual intent," but an officer must still be satisfied the applicant will leave by the end of the authorised stay, and IRCC lists ties to the home country (employment, family, property) as a core factor (laws.justice.gc.ca/eng/acts/i-2.5/section-22.html). Australia: the subclass 600 visitor visa requires a genuine intention to stay temporarily, and Home Affairs weighs your "incentive to return home" (a job to return to, enrolment, family, and property at home) (immi.homeaffairs.gov.au/visas/getting-a-visa/visa-listing/visitor-600). New Zealand: INZ must be satisfied you are a bona fide applicant who genuinely intends a temporary stay and will leave, judged on family relationships and personal, financial and work commitments in your home country (immigration.govt.nz/process-to-apply/applying-for-a-visa/providing-evidence-and-documents-to-support-your-visa-application/genuine-intentions-to-visit-or-work-in-new-zealand). All five place the burden of proof on the applicant. The same policies also recognise that circumstances change (the US State Department invites re-application after a genuine change; Canada states dual intent is legitimate), so this score is a self-check snapshot of how well your ties are documented today, never a prediction of the officer's decision.

Scoring rules

This dimension scores how strong and documentable your ties to home are, on a 0 to 100 scale, from four honest self-answers. It measures your own situation; it does not predict any officer's decision. Weights: occupation (Q1) up to 40 points, because a job, business, or ongoing course is the tie every destination cites first. Home base and property (Q2) up to 20. Dependants and family who remain (Q3) up to 20. A specific, provable reason to return (Q4) up to 20. The four maximums sum to 100. A perfect 100 is the genuinely strongest-ties profile: a permanent job or owned business (40) plus an owned home (20) plus dependants who stay back (20) plus approved leave or a confirmed return-to-study date (20). The weakest honest profile lands near the floor: not working or studying (5) plus no fixed home base (2) plus no dependants or close family at home (3) plus no specific reason to return (0) totals about 10, which reads as "very weak ties, start building and documenting them." Fairness rules built into the scoring: (1) Travel history is deliberately NOT scored here. It belongs to a separate dimension, so a first-time traveller with a clean-but-empty passport is never penalised on home ties. (2) Nothing is scored on marital status, gender, age, caste, religion, or region of India. Q3 scores real caregiving responsibilities and close family remaining, which every immigration authority cites as a return incentive, never the fact of being married or single. (3) A single, childless, first-time applicant can still reach a strong score: a permanent job (40), a rented settled home (11), and approved leave (20) already reaches about 71 to 74 before any dependants, so no unchangeable circumstance can tank the result. (4) Lower options for unemployment or having no property are never zero for the person; they reflect a genuinely weaker or less-documented tie today and are fully recoverable through the other three answers. (5) Because every low answer maps to something you can change (get leave sanctioned, document your business, formalise where you live), the score is a to-do list, not a judgement. Officers themselves recognise circumstances change, so treat a low score as guidance on what to strengthen and document before you apply.

Sources

• https://travel.state.gov/content/travel/en/us-visas/visa-information-resources/visa-denials.html
• https://fam.state.gov/fam/09FAM/09FAM040310.html
• https://www.gov.uk/guidance/immigration-rules/immigration-rules-appendix-v-visitor
• https://immi.homeaffairs.gov.au/visas/getting-a-visa/visa-listing/visitor-600
• https://www.immigration.govt.nz/process-to-apply/applying-for-a-visa/providing-evidence-and-documents-to-support-your-visa-application/genuine-intentions-to-visit-or-work-in-new-zealand/
• https://laws.justice.gc.ca/eng/acts/i-2.5/section-22.html
• https://www.cicnews.com/2024/01/my-canadian-trv-was-rejected-for-lack-of-ties-to-my-home-country-how-can-i-prove-to-the-canadian-government-i-will-go-backwp-0139257.html

Why officers weigh this

Officers treat the file itself as evidence, and two failures sink applications over and over: missing pieces and internal contradictions — both of which the applicant can fix before filing, and neither of which touches who the applicant is. CANADA (IRCC) runs a formal completeness check: an application missing a required form, document or signature is returned/rejected before it is ever assessed on merit, and IRCC will not chase you for the missing item. A signature also cannot be postdated, and the application must reach IRCC within 90 days of the date signed. (ircc.canada.ca help centre, answer 1492 — read directly.) UK (UKVI) publishes hard, checkable rules for financial documents: the evidence must be dated no more than 31 days before you apply, must show funds held for 28 consecutive days, must show your name, the bank's name and the amount, and can be refused if UKVI cannot verify it with the bank. (GOV.UK, "Financial evidence for Student and Child Student route applicants" — read directly.) USA (State Department) warns that a willful, material misrepresentation of a fact makes an applicant permanently inadmissible under INA 212(a)(6)(C)(i) — a fact is "material" when, had the truth been known, you would not have been eligible. So a job date or history on the DS-160 that contradicts your documents is not treated as a harmless typo. (travel.state.gov, "Visa Denials" — read directly.) NEW ZEALAND (INZ) requires "correct and complete information" as part of good character and lists documented consequences for false or misleading information. (immigration.govt.nz, "Providing evidence and documents…" — read directly.) AUSTRALIA (Home Affairs) assesses financial capacity for the Genuine Student requirement and expects verifiable proof (bank statements showing funds genuinely held, loan disbursement letters, sponsor letters) — noted here from secondary summaries, not a page I read in full, so treat this one as directional rather than a precise citation. Every question below scores only completeness, format/verifiability, and internal consistency of paperwork — all fully within the applicant's control. None reference travel history, nationality, region, religion, caste, gender, marital status or age. This is verifiable published policy, not folklore.

Scoring rules

This dimension totals 100 points across four questions, all measuring things the applicant fully controls: whether the file is complete, whether financial proof is in a verifiable format, whether the documents agree with each other, and whether the plan is written down and tailored. A perfect set of answers (checklist complete, proper financial documents, everything cross-checked, tailored letter) scores 100; the worst honest set (nothing gathered, no financial docs, never cross-checked, no letter) scores 0. Weights reflect real officer impact: - Completeness — 30 points (highest). This is the single most mechanical way to fail: Canada returns an incomplete application before assessing it at all, and there is no chance to fix it mid-process. 30 for a checklist-verified file, 15 for "main documents present but not verified field-by-field," 0 for still-gathering/unknown. - Financial documents (format and coverage) — 25 points. A very common, avoidable refusal cause. Full marks require a proper, verifiable document (bank statement or bank letter) covering the period requested and showing money genuinely held — not a one-day balance or a fresh deposit. A screenshot / single-day balance / short-of-period scores 12; nothing prepared scores 0. A "not applicable" option scores the full 25 so applicants whose visa type genuinely needs no proof of funds are not penalised for an honest answer. - Internal consistency — 25 points. Contradictions across forms, letter, bank and employment records damage credibility and, at the extreme, cross into misrepresentation. Fully cross-checked = 25; small unreconciled differences = 12; never compared = 0. - Statement of purpose / cover letter — 20 points (lowest of the four, because it supports rather than gates the file). Tailored letter = 20; generic template = 10; none = 0. Partial-credit options exist on every question so an honest "halfway there" answer is rewarded proportionally, never rounded to zero. Nothing here rewards or penalises travel history, first-time travel, nationality, region, religion, caste, gender, marital status or age. The score describes the state of the paperwork today, not the applicant, and not the likely decision — a strong score means the file is well-prepared, which is all any applicant can do; the visa officer still decides the outcome.

Sources

• https://ircc.canada.ca/english/helpcentre/answer.asp?qnum=1492&top=4
• https://www.gov.uk/guidance/financial-evidence-for-student-and-child-student-route-applicants
• https://travel.state.gov/content/travel/en/us-visas/visa-information-resources/visa-denials.html
• https://www.immigration.govt.nz/process-to-apply/applying-for-a-visa/providing-evidence-and-documents-to-support-your-visa-application/
• https://www.immigration.govt.nz/process-to-apply/applying-for-a-visa/providing-evidence-and-documents-to-support-your-visa-application/genuine-intentions-to-visit-or-work-in-new-zealand/

Why officers weigh this

Visa officers weigh a record of prior travel that was complied with — i.e. you returned home on time and did not breach conditions — as a signal that you are a genuine, temporary visitor. This is documented, not folklore. UK Visit guidance (Home Office, published for caseworkers) states that "a previous pattern of travel that shows the applicant has previously complied with immigration law" is a good indicator of a genuine visitor, and that prior overstays, removals or refused entry in any country can suggest the opposite. Australia's Ministerial Direction 108 and the Genuine-visitor guidance have officers weigh "travel history to any country... and compliance with visa conditions," holistically, with no single factor decisive. New Zealand's Operational Manual E5 ("bona fide applicant") has officers examine previous applications, any prior overstay, and any prior visa decline by any country. CRITICAL FAIRNESS BASIS: being a first-time traveller is NOT a refusal ground. The Canadian Federal Court held in Dhanoa v. Canada (Citizenship & Immigration), 2009 FC 729, that a lack of prior travel history can at most be a NEUTRAL factor and cannot be held against an applicant; Canada's own IMM 5562 form simply collects 10 years of travel without penalising an empty record. HONEST CAVEAT: the US State Department's official 214(b) page frames the decision around economic/family/social TIES and departure intent and does NOT list prior travel as a stated factor — so this dimension does not claim travel history is universally decisive; it treats compliant prior travel as a supporting credibility signal only. Accordingly, this dimension scores only the applicant's OWN travel conduct, compliance and honesty — things they can control — and never their nationality, home state/region, passport strength, or any protected trait. A clean-but-empty history is scored as neutral-positive, never as a bad history.

Scoring rules

This dimension totals 100 points across three questions — Q1 'strongest past travel' (max 40), Q2 'compliance with past visas' (max 35), Q3 'refusals and disclosure' (max 25) — and the dimension score is simply their sum. Pick one option per question; the tool adds the option points. A perfect set (compliant strong-passport travel + a spotless compliance record + never refused and fully open) scores 40+35+25 = 100. The worst set (a deportation/removal or unresolved overstay + a concealed refusal) scores 0+0+0 = 0, so the scale bottoms out near zero only for the applicant's own serious non-compliance and dishonesty, never for anything they can't change. FAIRNESS TO FIRST-TIMERS IS BUILT INTO THE NUMBERS. A first-time traveller with a clean record picks 'first-timer' on Q1 (24 of 40), 'never travelled so nothing to break' on Q2 (full 35 — an empty record is a clean record), and 'never refused, I declare everything' on Q3 (full 25). That is 24+35+84 — i.e. 84/100, firmly in a healthy band that reads 'this is not holding you back.' Critically, a first-timer (24 on Q1) always outscores someone who travelled but broke the rules (0 on Q1) — matching the officer reality that a clean-but-empty history beats a tainted one, and honouring Dhanoa (2009 FC 729) that lack of travel is at most neutral. Q1 also does not include a 'no passport' penalty floor: not yet holding a passport maps to the neutral 'first-timer' option, since that is a practical next step, not a negative history. WHAT DRIVES THE LOW END is the applicant's own controllable conduct: an unresolved overstay, a removal/deportation, or a refused entry (0 on both Q1 and Q2 — a deportation is deliberately weighted twice because it is the most serious travel-history negative and should dominate the dimension toward 0), and concealment/misrepresentation (0 on Q3). A single, minor, now-resolved overstay costs but does not crater the score (16 on Q2); a single old refusal that has been addressed and is always disclosed costs only 10 points on Q3 (15 vs 25), proportionate to how officers treat it. Nothing here scores nationality, home state or region, passport strength, gender, age, marital status, caste or religion — only travel conduct, compliance and honesty, all of which the applicant controls. This is a transparent self-assessment of readiness; it does not predict, and must never be presented as predicting, a visa outcome, which is always the visa officer's decision.

Sources

• https://travel.state.gov/content/travel/en/us-visas/visa-information-resources/visa-denials.html
• https://assets.publishing.service.gov.uk/media/68e3dbcbc487360cc70ca17a/Visit.pdf
• https://immi.homeaffairs.gov.au/Visa-subsite/files/direction-no-108.pdf
• https://www.homeaffairs.gov.au/foi/files/2018/fa180400125-documents-released.pdf
• https://www.immigration.govt.nz/process-to-apply/applying-for-a-visa/providing-evidence-and-documents-to-support-your-visa-application/genuine-intentions-to-visit-or-work-in-new-zealand/
• https://www.immigration.govt.nz/opsmanual-archive/I4925.HTM
• https://meurrensonimmigration.com/visiting-canada-how-to-fill-out-a-successful-temporary-visa-application/
• https://www.canada.ca/en/immigration-refugees-citizenship/services/application/application-forms-guides/imm5562.html

Why officers weigh this

Visa officers weigh refusal and integrity history because the governing statutes make dishonesty far more damaging than a plain refusal. Canada's IRPA s.40 makes a foreign national inadmissible for "directly or indirectly misrepresenting or withholding material facts", with a 5-year inadmissibility after a determination made outside Canada (s.40(2)(a)); courts and IRCC confirm intent is NOT required, and an undisclosed prior refusal or omitted family member can trigger it (laws-lois.justice.gc.ca s.40). The US treats a willful material misrepresentation under INA 212(a)(6)(C)(i) as a PERMANENT ineligibility — "every time you apply for a visa, you will be found ineligible for this reason" (travel.state.gov visa-denials); a 221(g) counts as a refusal that must be declared on the DS-160. The UK Home Office "Part Suitability" guidance imposes a mandatory refusal plus a 10-year re-entry ban where deliberate deception (including non-disclosure of previous refusals) is proven, while explicitly instructing caseworkers NOT to treat innocent typos as deception (gov.uk suitability guidance). Australia's PIC 4020 (Schedule 4, Migration Regulations 1994) carries a 3-year exclusion for false/misleading information and a non-waivable 10-year exclusion for identity fraud. New Zealand's Immigration Act 2009 s.58 lets INZ decline for false, misleading or withheld information without proving intent (immigration.govt.nz). Crucially, a refusal ITSELF is recoverable: IRCC states "you can apply again at any time" and that a changed situation with new evidence addressing the reasons may succeed (ircc.canada.ca qnum 023 / 1485). So the honest, verifiable basis is: a disclosed refusal is a modest, fixable signal; NON-disclosure or a misrepresentation finding is what produces 5-year, 10-year or lifetime bars. This is not folklore — every claim above maps to a named statute or official guidance page. The one factor an applicant fully controls, and the one officers punish hardest, is truthful disclosure, so it carries the most weight here.

Scoring rules

This dimension is scored out of 100 by summing the points from four questions with fixed maximums: prior refusals (25), disclosure intent (30), overstay/condition history (25), and existing misrepresentation finding or ban (20). 25 + 30 + 25 + 20 = 100, so a perfect answer set (never refused or first-time applicant; will disclose everything truthfully; never overstayed or never travelled; no finding) scores exactly 100. The worst realistic answer set (two-plus refusals + already-omitted information + deported/on record + active ban) scores 3 — near zero, kept just above zero because even that applicant is a person, not a verdict. Each question's points are graded, not all-or-nothing, so the score degrades gradually as risk rises. Design choices that keep it fair and honest: (1) Disclosure intent carries the heaviest single weight (30) because it is the one factor entirely within the applicant's control and the one officers punish hardest — omitting a material fact converts a recoverable refusal into a 5-year (Canada), 10-year (UK/Australia) or lifetime (US) bar. (2) A prior refusal, when honestly disclosed and understood, is only a light deduction (18 of 25), reflecting IRCC's own position that you may reapply at any time if you address the reasons — the tool must never imply a single refusal is disqualifying. (3) First-time travellers are protected everywhere: "never applied" scores identically to "never refused", and "never travelled abroad" scores identically to "always left on time" — a clean-but-empty history is treated as clean, never as suspicious. (4) No points turn on anything the applicant cannot change or on protected characteristics (caste, religion, region, gender, marital status, age); every option reports a past action or a stated intention the applicant can honestly answer. This is a self-assessment of the user's own declared history and honesty; it does not predict an officer's decision and must never be presented as doing so — approval is always the visa officer's decision.

Sources

• https://laws-lois.justice.gc.ca/eng/acts/i-2.5/section-40.html
• https://ircc.canada.ca/english/helpcentre/answer.asp?qnum=1485&top=16
• https://ircc.canada.ca/english/helpcentre/answer.asp?qnum=023&top=4
• https://travel.state.gov/content/travel/en/us-visas/visa-information-resources/visa-denials.html
• https://www.gov.uk/government/publications/suitability-false-representations-immigration-staff-guidance/part-suitability-deception-false-representations-false-documents-and-non-disclosure-of-relevant-facts-accessible
• https://www.immigration.govt.nz/about-us/news-centre/false-misleading-or-withheld-information/

Why officers weigh this

Every major destination turns the credibility of your stated purpose into a formal, published test — this is policy, not folklore. USA: INA section 214(b) presumes every non-immigrant applicant is an intending immigrant until they show their intended activity is consistent with the visa category and that they will leave (travel.state.gov, "Visa Denials"). Canada: study-permit officers must be satisfied that studying is your PRIMARY purpose; "purpose of visit" is among the most common recorded study-permit refusal grounds, and an officer may doubt a course that does not build on your prior education or work — the classic engineering-to-fine-arts / engineering-to-hospitality mismatch (CIC News, "Five reasons behind study permit refusals"). Canada's Student Direct Stream — the old fast, higher-approval route — closed 8 November 2024, so every Indian applicant now goes through the regular stream where the officer weighs purpose directly (CIC News, SDS closure). Australia: the Genuine Student (GS) requirement, in force 23 March 2024 (replacing the GTE), asks on the visa form why you chose this course, how it fits your education level and career, and how you will benefit (studyaustralia.gov.au). UK: Appendix Student's Genuine Student requirement (rule ST 5.1) lets the Home Office refuse — sometimes after a credibility interview — where the course does not logically follow your academic history (Home Office published Student guidance; the raw PDF text could not be machine-extracted, so ST 5.1 is confirmed via the Home Office guidance listing and a specialist immigration-barrister summary). New Zealand: under section 27 of the Immigration Act 2009, INZ must be satisfied you are a bona fide applicant with genuine intentions — why this course/provider and what you will do afterwards (immigration.govt.nz). This dimension scores ONLY how clearly and honestly you can describe your own purpose and how well it fits the category; it does not and cannot predict the officer's decision.

Scoring rules

This dimension is worth 100 points, split across four questions; a fully coherent set scores 100 and the weakest honest answers score 0. - Q1 "One-sentence plan" (0-30): rewards being able to name a specific, concrete plan and why the timing fits. Vague or entry-first answers score low because officers everywhere expect specificity. - Q2 "Does your real reason match the visa?" (0-30): the coherence core. A direct category match scores full; using the visa mainly as a route to a different goal scores 0. This mirrors US INA 214(b) and every genuine-student test. - Q3 "Course builds on your background" (0-25): applies only to study applicants. A logical progression scores full (25); a genuine, evidenced career switch still scores well (13) — switching fields is legitimate, not a red flag, when you can explain it; an unexplained unrelated course scores 0. If you are NOT applying for a study visa, the "not applicable" option scores the full 25, so non-students are never penalised for a study-only risk. - Q4 "Consistent with the rest of your file" (0-15): rewards a story where funds, ties and form answers all point the same way. Perfect set = 30 + 30 + 25 + 15 = 100. Worst honest set = 0. Fairness rules built in: nothing here scores an immutable or protected characteristic (age, gender, marital status, religion, caste, or region of India) — only your plan and how you describe it, all of which you can change or clarify. This dimension does not touch travel history at all, so a first-time traveller with an empty passport starts on exactly the same footing as a frequent flyer. The score is a self-check that shows where your explanation is thin, so you can strengthen it before filing. It is NOT a prediction of approval — the decision is always the visa officer's.

Sources

• https://travel.state.gov/content/travel/en/us-visas/visa-information-resources/visa-denials.html
• https://www.cicnews.com/2024/11/breaking-ircc-closes-the-student-direct-stream-effective-immediately-1148191.html
• https://www.cicnews.com/2025/11/five-reasons-behind-study-permit-refusals-and-how-to-avoid-them-1162377.html
• https://www.studyaustralia.gov.au/en/tools-and-resources/news/new-genuine-student-requirement
• https://www.immigration.govt.nz/process-to-apply/applying-for-a-visa/providing-evidence-and-documents-to-support-your-visa-application/genuine-intentions-to-study-in-new-zealand/
• https://assets.publishing.service.gov.uk/media/685bf0730433072fce0e0ffe/Student+and+Child+Student.pdf
• https://immigrationbarrister.co.uk/what-is-a-genuine-student-a-guide-for-uk-student-visa-applicants/