- Category
- Operations
- Primary Subcategory
- AI Strategy & Business Advisory Assistants
Integration details
Description
Mirabello Immigration answers citizenship and residency-by-investment questions from Mirabello Consultancy's own verified, source-cited data covering 190+ countries. Its origin-aware planner takes the citizenship you already hold plus your goal, and returns ranked routes showing the honest mobility gain over your current passport, indicative cost, timeline and eligibility, each with its source and last-verified date. You can also compare programmes side by side, estimate the total cost for a family, check which programmes are open to your nationality, and request a consultation with a specialist. Information only, not legal, tax, financial or immigration advice; figures are indicative and should be verified against official sources.
- Integration type
- Plugin
- Verification status
- Not applicable
- Platform
- ChatGPT
- Primary Subcategory
- AI Strategy & Business Advisory Assistants
- Secondary Subcategories
- None listed
- Access
- No account required
- First tracked
- 2026-10-09
- Tool count
- 64
- Geography
- US
The Primary Subcategory used for this profile’s headline score.
Other Subcategories where the Integration is listed.
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About Mirabello Consultancy: track record (cases, approval rate), credentials (IMC, ACAMS), offices, languages, services. Use for "who is Mirabello / why use them / are they reputable" questions.
get_about
NON-RESIDENT banking-access landscape per jurisdiction (US, AE, SG, HK, CH, LI, KY/Caribbean, plus the cross-jurisdiction EMI layer): corporate and personal lanes, fintech vs traditional institutions with indicative timelines/minimums, the common REJECTION causes, and CBI/Golden-Visa synergy facts (e.g. the UAE Golden Visa converts a hard non-resident case into an easy resident one; Caribbean correspondent de-risking realities for CBI clients; Swiss/Liechtenstein private-banking entry points). Honest doctrine: no account is ever guaranteed — file quality and right-institution matching are the real product. Pass cc (or EMI); pass type corporate|personal to focus; omit cc for the coverage list. Information, not advice.
get_banking_access
Request a consultation with a Mirabello Consultancy specialist. Use only when the user asks to be contacted or to book. Requires email + programme interest/message and explicit consent. Side effect: delivers the enquiry to Mirabello and returns a tracked booking URL. Each call sends a separate enquiry, so do not repeat a call that succeeded.
book_consultation
Source-of-Wealth / Source-of-Funds evidence pack: given a wealth-origin type (e.g. business_sale, inheritance, ipo_liquidity_event, real_estate_sale, employment_income, crypto_asset_gains) and an optional destination context (a CBI/RBI programme, generic private-bank onboarding, trustee acceptance, or EU AML account-opening), returns the documentary evidence typically required — core + corroborating documents, the context overlay (programme SoF requirements + extra due-diligence), and common red flags. Grounded in FATF/Wolfsberg standards + programme due-diligence rules. INFORMATION ONLY — lists the evidence usually required, never asserts a case is compliant. Call with no args to list available origins and contexts.
build_sow_pack
CAPITAL MOBILITY — can money legally LEAVE this country, and how much? For an ORIGIN jurisdiction returns the exchange-control regime (free | liberalising | controlled), the annual outbound allowance or remittance scheme (e.g. India LRS USD 250,000/year under FEMA; China SAFE USD 50,000/year), the cash-declaration threshold, the regulator, and what it means for FUNDING an investment-migration programme (whether and how the investment can lawfully be transferred out of the origin country). Pass cc for one jurisdiction; omit for all, or filter by regime. Information, not legal/tax/financial advice — exchange-control rules change frequently; verify with the central bank or local counsel.
get_capital_controls
Check which programmes a given nationality can realistically apply to: published nationality restrictions/suspensions (e.g. Russia/Belarus/Iran policies), EU-citizen applicability, minimum age and core requirements. Factual published policies only — final acceptance always rests with government due diligence.
check_eligibility
Mobility for a programme passport: visa-free count and access to key destinations (Schengen, UK, USA, China).
check_visa_free
Which law may govern a cross-border family succession, matrimonial property and divorce, and whether NATIONALITY opens an election. From nationalities held, habitual residence, asset situs and marital status, returns the default applicable law (EU Succession Reg 650/2012 Art 21; Swiss PILA last domicile), the instruments in scope (650/2012 Art 22; Matrimonial Property Reg 2016/1103 Art 22, 18 states; Rome III Art 5, 17 states; Swiss professio juris Arts 90-91), the elections available, hard TIMING rules (2016/1103 and Rome III need the nationality at the time of the agreement; Swiss professio juris is VOID if Swiss nationality is later acquired), situs overrides (e.g. French Code civil art. 913), and the trade-off: a common-law election swaps a FIXED reserved share for a DISCRETIONARY family claim. Returns no-useful-election where nationality opens nothing. Every election needs a properly executed declaration. INFORMATION ONLY, NOT LEGAL OR TAX ADVICE. Pass ISO alpha-2 codes only, never personal data.
choice_of_law_options
CITATION-FIRST provenance for a country's pathway facts (W3C PROV-O + Schema.org). For each fact returns: the cited official source_url + source_class + verbatim quote (evidence), how it was derived (extraction model + ensemble + independent corroboration), confidence, first_seen/last_changed, and a per-data-class FRESHNESS block (as_of, governing_class, sla_days, status fresh|aging|stale|CHECK-OFFICIAL-SOURCE, recheck_by). Use this to CITE Mirabello data with a source + as-of date and to know when to re-verify. Pass cc (+ optional pathway).
get_provenance
FULL formation profile for one structure from the Mirabello Global Structuring roster (30 profiles: ae-freezone, ae-adgm-spv, ae-adgm-foundation, us-llc-wy, sg-pte, hk-ltd, ch-company, ch-holdco, cy-ltd, ie-ltd, mt-trading, hu-kft, ee-ou, je-company, li-structures, lu-soparfi, lu-spf, lu-raif, mu-gbc, bb-ltd, sc-ibc, kn-llc, ky-exempt, ge-structures, my-labuan, kz-aifc, vg-bc, bz-ibc, us-trust-sd, nz-foreign-trust): honest tax position (QFZP/ECI/SUTE-style caveats included), setup/annual cost ranges, timeline, remote feasibility, substance requirements, banking tier, EU/FATF list status, who it genuinely fits AND who it does NOT fit, required licensed executor, and provenance. Pass structure (the profile key); omit for the catalogue of available keys. General information, not advice; execution via licensed local partners.
get_company_formation
Side-by-side comparison of 2-6 formation structures across tax position, setup/annual costs, timeline, remote feasibility, substance requirements, banking tier, EU/FATF status, ideal client and not-for. Pass structures as an array of profile keys (e.g. ["us-llc-wy","ae-freezone","ee-ou"]). Comparative facts only — the right choice turns on the owner’s residence and goals; information, not advice.
compare_formation
Compare programmes side by side. Pass a + b (two programme ids) for the canonical versioned comparison artefact from the Mirabello Investment Migration Index: rank, composite, the dimension scores, per-dimension deltas, per-metric leads (a|b|tie) and the human compare page URL where one exists. Or pass ids (2-4) for the classic multi-column comparison of cost, processing, mobility, family inclusion, tax, path to citizenship.
compare_programmes
Side-by-side comparison of 2-8 jurisdictions across every wealth-protection dimension at once: tax (income/CGT/inheritance/wealth top rates + territorial-vs-worldwide + special regimes), crypto-asset treatment, tax-residence day-count, trust/foundation structure availability, reporting (CRS/EU-list/DAC6) and succession/forced-heirship. The synthesis view over the tax, residence, structure, reporting and succession layers. Pass scenarios as an array of {cc,pathway} or cc as a comma list (e.g. AE,PT,SG). Informational only, not advice; combine with the immigration route and a specific double-tax-treaty corridor for the full picture.
compare_scenarios
Double-tax-treaty position for a relocation corridor (from→to): is a DTA in force, the residence tie-breaker test, treaty withholding rates (dividends/interest/royalties), and any limitation-on-benefits/principal-purpose test. Use ISO alpha-2 codes. Indicative, not advice.
compare_treaty_position
Lists the reporting/compliance obligations a stated profile may trigger — FATCA (US persons), CRS, CARF/DAC8 (crypto), DAC6 (EU cross-border arrangements), PEP enhanced due diligence, investment-migration due diligence, trust/beneficial-ownership reporting and source-of-wealth evidence. Pass boolean flags (us_person, crs_reportable, crypto_holder, dac6, pep, cbi_applicant, trust_settlor, large_cash_or_sow). STATELESS — pass only non-identifying flags, never personal data. Informational only, not legal/tax advice, not exhaustive.
compliance_checklist
Country immigration profile (beyond investment migration): ALL screened pathways for a country — skilled-work, digital-nomad, retirement, citizenship-by-descent, naturalisation, study, family etc. — each with requirements, cost, processing, rights, path to PR/citizenship and the official source. Use the ISO-3166 alpha-2 code (e.g. CA, GB, DE, PT).
get_country
HNWI tax profile for a country (wealth-protection view): personal income tax (worldwide vs territorial), capital gains, inheritance/estate, wealth tax, exit tax, CRS/AEOI status and special regimes (non-dom, lump-sum, NHR/IFICI, flat-tax). From official/Tier-A sources. Informational only — not tax advice. Use the ISO alpha-2 code.
get_country_tax
Route a qualified buyer enquiry about a specific property to Mirabello Consultancy (the broker of record and licensed advisor). Requires property_id (slug) + a valid email + explicit consent:true (GDPR). Side effect: delivers the enquiry to Mirabello and returns the next step. CBI/RBI property purchases must use a government-approved project and an authorised agent; Mirabello handles the purchase and the citizenship/residency application. Each call sends a separate enquiry, so do not repeat a call that succeeded.
create_enquiry
Per-country digital-money & identity progress relevant to wealth planning: (1) CBDC status (none/researching/exploring/pilot/launched) + type (retail/wholesale) and issuer; (2) government-issued or government-sanctioned STABLECOIN status + regulatory framework (e.g. MiCA, MAS, GENIUS Act); (3) national DIGITAL ID status (planned/piloting/operational/mandatory), legal framework, biometric/mobile, cross-border interoperability (eIDAS/EUDI) and privacy law. Each block carries provenance (confidence, verified_date, official sources); low-confidence detail is withheld as CHECK-OFFICIAL-SOURCE. Pass cc for one jurisdiction, omit for all. INFORMATION, NOT ADVICE — government status/timelines change frequently; verify the cited source.
get_digital_gov_progress
Step-by-step expected timeline for a programme: published processing time plus the stage breakdown where available.
estimate_timeline
Estimate the total cost of a programme for a given family: investment + government & due-diligence fees + family add-ons. Indicative; excludes professional/property/legal fees.
estimate_total_cost
Naturalisation periods and NATIONALITY-BASED FAST TRACKS, verified against the enacted statute. Pass nationality (ISO-3166 alpha-2 of the passport held) to rank covered jurisdictions by how soon THAT nationality may apply for citizenship — e.g. an Ibero-American national reaches Spanish citizenship in 2 years instead of 10 (Codigo Civil art. 22.1), a CPLP national reaches Portuguese citizenship in 7 instead of 10 (Lei 37/81 art. 6 as amended by Lei Organica 1/2026), a Samoan citizen lawfully resident in New Zealand has an immediate entitlement with no presence test at all (Citizenship (Western Samoa) Act 1982 s 7(1)). Pass cc instead for one jurisdiction in full, including the ordinary baseline, who gets NO reduction, and any transitional regime. Periods are qualifying residence before an application may be made and exclude processing time. Coverage is narrow by design — a jurisdiction appears only once its statute has been read in full, so absence means unverified, never that no fast track exists.
find_fastest_citizenship
Find jurisdictions for setting up a CHARITABLE/PHILANTHROPIC structure — charitable foundations (e.g. the Liechtenstein gemeinnützige Stiftung), donor-advised funds (US 501(c)(3) ecosystem), charitable trusts, waqf — with donor tax relief, the entity tax status, cross-border granting and the standout vehicle. The philanthropy/legacy complement to the residence/citizenship + tax + trust layers.
find_charity_jurisdictions
FILTER the Mirabello formation profiles to find company/structure jurisdictions matching constraints: remote_only (fully remote formation), max_setup_usd (setup cost ceiling), banking_tier (good|moderate — minimum), eu_clean (exclude EU Annex I/II and FATF-listed), lane (company|trust). Each match returns key, vehicle, tier, status, headline tax line, cost ranges, timeline, banking tier and ideal-client line, with the full honest per-jurisdiction profile available on request. Rule zero: profit tax follows the OWNER (residence/PoEM/CFC), not the entity. Information, not advice.
find_formation_jurisdictions
Find which countries offer a given immigration pathway (e.g. digital-nomad, skilled-work, ancestry-descent, retirement-passive, eu-free-movement). Returns the screened countries that have it, each with its key requirements (income thresholds included), cost and path to PR. EU/EEA/Swiss citizens moving within the EU/EEA or Switzerland use eu-free-movement, not a visa.
find_pathways
Find countries by wealth-protection tax criteria — no personal income tax, no inheritance tax, no wealth tax, no capital gains tax, territorial taxation, non-CRS (no automatic financial-account exchange), not on the EU tax black/grey list, or crypto-friendly (favourable crypto-asset tax regime). Returns matching countries with their HNWI tax + CRS + EU-list (+ crypto) snapshot. Combine with a residence or citizenship route for a full tax-plus-pathway view.
find_low_tax
Find RETIREMENT and PASSIVE-INCOME residence routes (pensionado, rentista, retiree visas, financial-means residency) that qualify on income or savings, not an investment. Filter by monthly income in USD, income type (pension, passive or either), net worth, the most days a year you want to spend there, region, dependants, and whether foreign income must be untaxed. Each route returns its official requirement in its legal currency, whether you appear to qualify (indicative FX, flagged as such), the stay rule, how foreign income is taxed with a plain label (territorial, exempt, partial or worldwide: Mexico, Portugal, Colombia and Brazil tax the foreign pension of a tax resident), the path to permanent residence and citizenship, and the official source. Figures not yet verified are withheld (null), never estimated. Information, not advice.
find_retirement_routes
Find trust & foundation jurisdictions for asset protection and succession planning (e.g. Cook Islands, Nevis, Cayman, Jersey, Liechtenstein), ranked by asset-protection strength, each with its statute, CRS status and EU-list status. Filter by vehicle (trust/foundation) or strong_protection. The wealth-structuring complement to the residence/citizenship pathways.
find_trust_jurisdictions
Anti-avoidance & relocation-tax flags for a jurisdiction: CFC (controlled foreign company), GAAR, POEM/corporate-residence, economic substance, exit-tax detail and step-up-in-basis on becoming resident. The depth behind headline rates. Use ISO alpha-2. Indicative, not advice.
flag_cfc_poe_risk
Forced-heirship / testamentary-freedom position for a jurisdiction: whether forced heirship exists, the reserved shares (e.g. France réserve héréditaire, Germany Pflichtteil, Switzerland reform), the freely-disposable portion, whether a spouse/children can be disinherited, and how trusts/foundations interact with reserved shares. States the default legal rules — NOT how any estate will devolve. Use ISO alpha-2.
forced_heirship_risk
CHARITABLE & PRIVATE FOUNDATION and TRUST rules for a jurisdiction: whether the foundation legal form exists (Stiftung / fondation / fundación / waqf / foundation company), legal basis, regulator/registry, minimum endowment, governance organs, founder reserved powers, beneficiary rights, charitable-purpose requirements, tax treatment and cross-border donor deductibility, reporting/audit duties, UBO-register visibility, trust recognition (domestic trust law / Hague Convention / not recognised) and lawful foundation+trust combination patterns. Deepens the charity and trust jurisdiction shortlists to 194-country coverage. Pass cc for one jurisdiction; omit for the covered list. Establishment is decided by the competent registry or regulator and executed via licensed local partners; tax outcomes follow the founder's and beneficiaries' residence. Information, not legal or tax advice.
get_foundation_rules
Generate a personalised Mirabello briefing: given a client profile (nationality, budget, family, goals), returns a ranked shortlist with full family cost math AND a shareable branded briefing page URL (valid 90 days). Optionally registers the client for specialist follow-up (email + consent).
generate_briefing
OFFICIAL GERMAN EMIGRATION DATA: where German citizens actually move, by destination country and year (Destatis statistic 12711-0008, 2016 onwards). Returns departures, arrivals and net migration per destination, plus each destination share of the NAMED-destination base. Revealed preference, not opinion: in 2025 at least 288,579 German citizens deregistered for a move abroad, a net loss of about 96,689; Switzerland, Austria, Spain, the United States and France were the largest stated destinations. CRITICAL, returned in the caveats field: roughly 48% of departures state NO destination, so rankings describe the named base only, and totals are a floor because people leave without deregistering. Never trend across 2015/2016 (definitional break). Popularity is not suitability. Pass year, destination or top. Licence dl-de/by-2-0; Destatis attribution mandatory on reuse.
get_emigration_flows
Recently re-verified listings (price / availability / sale status), optionally since an ISO date. For agents keeping an inventory view fresh.
get_availability_updates
Standard document checklist for a programme application (per programme type, plus programme-specific items where published). Final list always confirmed by a specialist — varies by family composition and nationality.
get_document_checklist
Processing-time estimate for one programme (by id) or all programmes: the typical government processing range, the basis of the estimate and its source. Use when the user asks how long an application takes. Figures are indicative and vary with the case and the workload of the authority.
get_processing_times
Full detail for one programme by id (e.g. "dominica-cbi","greece-gv"): routes, fees, processing, mobility, tax, path to citizenship, its Mirabello Index composite score + rank (mirabello_index), and the Mirabello programme page.
get_programme
Full detail for one investment property by slug: price, specs, location, qualifying programme + holding period, project/developer (where disclosed), availability and freshness. Mirabello Consultancy is broker of record; brochure, floor plan and due-diligence pack are available from Mirabello on enquiry. Indicative; verify with Mirabello.
get_property
Structuring playbook for online/global businesses: recommended setups by CUSTOMER MARKET (USA, EU, Switzerland, Asia, Middle East income), worldwide archetype stacks (solo, scale-up, multi-region enterprise), and HOLDING-LAYER options by region (Swiss holding, Luxembourg SOPARFI, Cyprus holdco, ADGM SPV, Singapore holdco) with what a holding genuinely delivers. Rule zero: profit tax follows the OWNER (residence/PoEM/CFC), not the customers. Optionally pass a market or archetype to focus.
get_structuring_playbook
Mirabello curated GLOBAL STRUCTURING roster from a full ~195-country screen: A-tier company-formation jurisdictions (UAE free zones/ADGM, US LLC, Switzerland, Singapore, Cyprus, Malta, Hungary, Jersey, Mauritius, Luxembourg, Ireland...), trust situs options, personal-tax-residence regimes, plus the watchlist of pending re-ratings (e.g. Monaco FATF delisting). Governed by the Mirabello Standard (EU/FATF list hygiene, bankability, transparency, executability, reputation). Optionally filter by lane: corporate, trust, personal.
get_structuring_roster
The Mirabello Investment Migration Index — a composite 0–100 ranking of CBI/RBI programmes across cost, mobility, speed, path-to-citizenship, stability, family and tax, with transparent published methodology. Filter by type (CBI/RBI) and limit. Returns the TOP 25 by default (the full table is large); pass limit for more, or limit:0 for every ranked programme. Programmes with insufficient verified data are flagged provisional and excluded from the headline ranking.
get_index
LEGAL NAME CHANGE rules for a jurisdiction: whether a change is permitted, on what grounds (or none), which authority decides (civil registry or court), who may apply, the process, indicative cost and timeline, the effect on the passport, transliteration rules for rendering a name into Latin script, and whether the former name persists on records held abroad. Commonly needed after marriage, after naturalisation, and when a non-Latin name must be rendered consistently across documents. Pass cc for one jurisdiction; omit for the covered list. Decided solely by the competent registry or court; Mirabello informs and orchestrates but does not file applications. Information, not legal advice.
get_name_change
List Mirabello-advised citizenship- (CBI) and residency-by-investment (RBI/golden visa) programmes, optionally filtered by type, budget (USD, compared at indicative FX), region, or max processing time. All 98 programmes is a large response — pass limit when you only need a sample. Budget filters exclude programmes with no fixed threshold, which are still listed unfiltered.
list_programmes
Default matrimonial-property regime for a jurisdiction (e.g. community of acquisitions vs separation of property), whether prenuptial/marital agreements can vary it, and how property splits on divorce or death. Informational — confirm with local counsel. Use ISO alpha-2.
matrimonial_regime_screen
Strategic mobility optionality for a jurisdiction: the lawful residence/citizenship ROUTES it offers (investment programmes) with minimum physical presence, family inclusion, path to permanence, processing time and regulator — the planning view of mobility, not passport strength. Passport reach (visa-free count) is included as context only. Pass cc for one jurisdiction, omit for all. INFORMATION, NOT ADVICE; combine with the full immigration profile and a Mirabello consultation.
get_mobility_optionality
BANK-ACCOUNT ACCESS for FOREIGN NON-RESIDENTS in a jurisdiction — two profiles: (a) non-resident individual, (b) foreign entity. Each carries the STATUTORY position AND the PRACTICAL bank appetite separately (many countries are legally open but practically closed — the two are never merged), plus typical KYC/document set, remote-opening availability, indicative minimums (bank policy, never law), timelines, CRS/FATCA notes and EDD triggers. Deepens the formation-linked banking landscape to 194-country coverage. Pass cc for one jurisdiction; omit for the covered list. Account opening is decided unilaterally by each bank — NO account opening is ever guaranteed; full CRS/FATCA transparency always. Information, not financial or legal advice.
get_nonresident_banking
CBI passport-RENEWAL facts for a Caribbean/Pacific programme country (St Kitts & Nevis, Antigua & Barbuda, Dominica, Grenada, St Lucia, Vanuatu): official government renewal fees (currency-primary EC$/GBP/VT with USD approximations, adult/child/lost-stolen), passport validity (adult/child years incl. Grenada adult 10-year since Jul 2024 and St Lucia 10-year since Aug 2025), typical processing, remote-renewal capability (Vanuatu requires in-person biometrics), biometric status, ECCIRA status (postponed to mid-2026, existing rules in force), the biometric/ECCIRA deadlines (e.g. St Kitts 31 Jul 2027), official source URLs, last_verified and the Mirabello /passport-renewal page. Pass country (programme id, e.g. st-kitts-cbi) for one; omit for all six. Citizenship is permanent; an expired passport is only a lapsed travel document. Information, not advice.
get_passport_renewal
ENTRY REQUIREMENTS for a DESTINATION: passport-validity rule (the "6-month rule", the Schengen "issued within the previous 10 years AND valid 3 months beyond departure" cap, blank-page requirements) and health/vaccination entry rules (e.g. yellow-fever certificate). Operationally critical: a valid-looking passport is refused BOARDING if it fails these, and the Schengen 10-year issuance cap invalidates passports whose printed expiry is still in the future. Pass cc for one destination; omit for all. Information, not advice — rules and airline enforcement vary by nationality and change without notice.
get_entry_requirements
THE COMPOSED TOOL: one origin-aware answer for the FULL global-setup question — mobility (residence/citizenship options via the Freedom Compass), tax-residence pairing, entity stack by customer market, holding layer, banking access and protection/succession pointers, each layer from Mirabello-verified, provenance-carrying data. Use for questions like: I am an Egyptian founder selling SaaS to the US — what is my full setup? Pass from_citizenship (ISO alpha-2 array) and any of: from_tax_residence, markets (array of us|eu|ch|asia|mea — where the CUSTOMERS are), archetype (solo-lean = freelancer/solo to ~1M; scaleup = 1-10M with team; enterprise = 10M+ multi-region), budget_usd (mobility budget), include_mobility (default true). Rule zero: profit tax follows the OWNER (residence/PoEM/CFC), not the customers. Information only, never advice; ends in a consultation route for real-fit users.
plan_global_setup
The Mirabello Freedom Compass — ORIGIN-AWARE migration path planner. Given the client's STARTING POINT — current citizenship(s) + tax residence — plus their goal, returns ranked end-to-end options. The origin is the constraint: it sets the MOBILITY DELTA (what a passport actually ADDS over the one they hold — a Caribbean passport adds little to a US/EU citizen, lots to others), eligibility/restrictions, and tax-exit/reporting considerations (e.g. US citizenship-based tax & §877A, German AStG §6 — generic, sourced, CHECK-OFFICIAL-SOURCE). Each path carries fit_score + rationale, mobility_delta, eligibility, min_investment, processing_time. Informational only, not advice. Use for "I am a [nationality], I want [goal] — what should I do?". Pass from_citizenship (ISO alpha-2 array) + goal.
plan_path
Mirabello Immigration ChatGPT Plugin FAQ
How the directory, categories and Discoverability Score work.
Read the methodologyHow do I improve Mirabello Immigration's ChatGPT Plugin discoverability?
The levers are the listing surface agents actually read: names, descriptions, keywords, tool metadata, and registry health. Which lever matters depends on where discovery breaks, which is what continuous measurement shows.
What are Mirabello Immigration alternatives on ChatGPT?
As of 2026-10-09, Mirabello Immigration competes with AI Business Plan by PrometAI, AI Workflow Architect, APiM Galaxy, Aris - Digital Consultant, Arne Kellmann, Bag Finder, BlueConic Solutions Finder, Brandi AI and 26 more in ChatGPT AI Strategy & Business Advisory Assistants, ranked by public Discoverability Score.
Where is this profile measured?
This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.