Real ChatGPT answer + Gemini simulation · index seedFohoV1CT2oIcompleteAI OverviewInsurance · travel insurancecommercial
What are the current limitations of Medicare coverage outside the US for business owners who travel extensively for trade negotiations?
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search35 queries10/30/2026
Download run
Gemini unique queries
33
1 in ≥ half the passes · stability 34%
ChatGPT real searches predicted
100%
2 of 2 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
What are the current limitations of Medicare coverage outside the US for business owners who travel extensively for trade negotiations?
33 unique queries · 3 passes
medicare international coverage excepti…
1 query · 2 hits
does medicare advantage cover healthcare overseas2xGoogle ↗
REFORMULATION
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence. 33 queries are still being classified.
What the models actually searched
Each model answered the query with its own web search. These are the searches it ran, matched to the closest simulated query.
ChatGPT2 real searches · gpt-6100% predicted
Medicare coverage outside the United States foreign travel exceptions Medicare.gov 2026 Medigap foreign travel emergency 60 days Google ↗
Medicare Advantage coverage emergency care outside United States foreign travel Medicare.gov 2026 Google ↗
- Compare Original Medicare & Medicare Advantage · medicare.gov
- Compare Original Medicare & Medicare Advantage · medicare.gov
- Medicare Coverage Outside the United States · medicare.gov
- Learn what Medigap Covers · medicare.gov
- Do I Have Medicare Coverage When Travelling Abroad? · aarp.org
- Travel Medical Coverage · medicare.gov
- Medicine and Health · travel.state.gov
- Travel Insurance, Travel Health Insurance, and Medical Evacuation Insurance · cdc.gov
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · click a topic to focus it · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
33 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
does medicare advantage cover healthcare overseas REFORMULATION | Google ↗ AI Mode ↗ | Check if Medicare Advantage plans offer broader international coverage than Original Medicare. | — | faq_page | medicare international coverage excepti… | 2x of 3 | |
does medicare pay for medical care outside the united states REFORMULATION | Google ↗ AI Mode ↗ | Understand the fundamental rules of Medicare regarding international medical coverage. | — | faq_page | medicare international coverage excepti… | 1x of 3 | |
does medicare cover emergency medical care abroad REFORMULATION | Google ↗ AI Mode ↗ | The user wants to know if original Medicare provides any coverage for emergency medical situations outside the United States. | — | web_article | medicare international coverage excepti… | 1x of 3 | |
does medicare cover medical care outside the united states REFORMULATION | Google ↗ AI Mode ↗ | Understand the general rule of Medicare coverage while abroad. | — | faq_page | medicare international coverage excepti… | 1x of 3 | |
medicare international coverage exceptions RELATED | Google ↗ AI Mode ↗ | Find rare exceptions where Medicare might cover treatment received outside the US. | — | web_article | medicare international coverage excepti… | 1x of 3 | |
medicare foreign travel emergency exception rules RELATED | Google ↗ AI Mode ↗ | Identify the rare exceptions where Medicare pays for foreign medical services. | — | web_article | medicare international coverage excepti… | 1x of 3 | |
medicare international coverage exceptions canada and mexico RELATED | Google ↗ AI Mode ↗ | The user is looking for specific geographic exceptions where Medicare might cover care outside the US, such as border regions. | — | faq_page | medicare international coverage excepti… | 1x of 3 | |
international travel health insurance for seniors IMPLICIT | Google ↗ AI Mode ↗ | Discover supplementary insurance products since Medicare does not cover international travel. | — | buyers_guide | international health insurance options | 1x of 3 | |
international health insurance options for frequent international business travelers IMPLICIT | Google ↗ AI Mode ↗ | Find alternative coverage options since Medicare does not cover routine overseas business travel. | — | buyers_guide | international health insurance options | 1x of 3 | |
how to buy international health insurance for frequent business travelers IMPLICIT | Google ↗ AI Mode ↗ | The user needs to find private alternative insurance options since Medicare does not cover routine international travel. | — | buyers_guide | international health insurance options | 1x of 3 | |
medigap plans with foreign travel emergency coverage ENTITY EXPANSION | Google ↗ AI Mode ↗ | Determine if Medicare Supplement (Medigap) plans cover emergency medical care overseas. | — | comparison_table | medicare international coverage excepti… | 1x of 3 | |
medicare vs international travel medical insurance coverage comparison COMPARATIVE | Google ↗ AI Mode ↗ | Compare the gaps in Medicare with what travel medical insurance provides. | — | comparison_table | medicare international coverage excepti… | 1x of 3 | |
medigap plans foreign travel emergency coverage comparison COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare Medigap supplemental plans that offer foreign travel emergency benefits. | — | comparison_table | medicare international coverage excepti… | 1x of 3 | |
medicare vs international travel insurance for frequent business travelers COMPARATIVE | Google ↗ AI Mode ↗ | Compare the scope of protection between traditional Medicare and dedicated travel insurance. | — | comparison_table | international health insurance options | 1x of 3 | |
medigap plans foreign travel emergency benefit limits ENTITY EXPANSION | Google ↗ AI Mode ↗ | Determine if Medicare Supplement (Medigap) plans cover overseas emergency care. | — | product_spec_sheet | medicare international coverage excepti… | 1x of 3 | |
health insurance options for business owners traveling abroad frequently PERSONALIZED | Google ↗ AI Mode ↗ | Find tailored health coverage recommendations for self-employed individuals with international travel schedules. | — | web_article | international health insurance options | 1x of 3 | |
health insurance solutions for self employed executives traveling abroad PERSONALIZED | Google ↗ AI Mode ↗ | Find coverage tailored to the professional status of a business owner. | — | web_article | international health insurance options | 1x of 3 | |
health insurance solutions for self employed international business owners PERSONALIZED | Google ↗ AI Mode ↗ | The user is seeking tailored insurance advice specific to self-employed individuals who travel globally for trade. | — | case_study | international health insurance options | 1x of 3 | |
medicare foreign travel emergency benefit lifetime limit REFORMULATION | Google ↗ AI Mode ↗ | The user wants to understand the financial caps and lifetime limits associated with Medicare supplemental foreign travel benefits. | — | glossary/definition | medicare international coverage excepti… | 1x of 3 | |
does medicare cover emergency room visits in foreign countries REFORMULATION | Google ↗ AI Mode ↗ | Learn how Medicare handles sudden medical emergencies while traveling outside the US. | — | faq_page | medicare international coverage excepti… | 1x of 3 | |
medicare part a and part b foreign country coverage limits RELATED | Google ↗ AI Mode ↗ | Check the exact statutory limitations for Original Medicare (Parts A and B) outside US borders. | — | product_spec_sheet | medicare international coverage excepti… | 1x of 3 | |
medicare part b ambulance services outside us limits RELATED | Google ↗ AI Mode ↗ | Learn about limitations on medical transport and evacuation abroad under Medicare. | — | web_article | medicare international coverage excepti… | 1x of 3 | |
expat health insurance vs travel insurance for frequent business trips COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to know the difference between short-term travel insurance and long-term expat health insurance for international trade trips. | — | comparison_table | international health insurance options | 1x of 3 | |
medicare advantage plans international emergency benefits ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find out if Medicare Advantage (Part C) plans offer broader international coverage than Original Medicare. | — | web_article | medicare international coverage excepti… | 1x of 3 | |
what does medicare part b cover outside the united states RELATED | Google ↗ AI Mode ↗ | The user seeks specific details on Part B medical insurance limitations during international travel. | — | web_article | medicare international coverage excepti… | 1x of 3 | |
global health insurance vs travel insurance for business owners COMPARATIVE | Google ↗ AI Mode ↗ | Understand the difference between short-term travel insurance and long-term global medical plans. | — | comparison_table | international health insurance options | 1x of 3 | |
what counts as a foreign medical emergency under medicare IMPLICIT | Google ↗ AI Mode ↗ | Clarify the strict definitions Medicare uses for emergency care outside the country. | — | glossary/definition | medicare international coverage excepti… | 1x of 3 | |
international travel health insurance checklist for entrepreneurs IMPLICIT | Google ↗ AI Mode ↗ | The user wants a practical guide or list of items to verify regarding health coverage before embarking on international trade trips. | — | checklist | international health insurance options | 1x of 3 | |
how to get reimbursed for emergency medical care abroad medicare IMPLICIT | Google ↗ AI Mode ↗ | Understand the claims process if an extremely rare exception for foreign Medicare coverage applies. | — | how_to_steps | medicare international coverage excepti… | 1x of 3 | |
global health insurance plans for expatriates and frequent travelers ENTITY EXPANSION | Google ↗ AI Mode ↗ | Explore international private medical insurance as a robust replacement for domestic coverage during extensive travel. | — | buyers_guide | international health insurance options | 1x of 3 | |
medigap foreign travel emergency deductible and coinsurance ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find out out-of-pocket costs for overseas care covered by Medigap plans. | — | calculator/tool | medicare international coverage excepti… | 1x of 3 | |
expat health insurance for US citizens traveling for business ENTITY EXPANSION | Google ↗ AI Mode ↗ | Explore comprehensive international medical plans for Americans working abroad. | — | buyers_guide | international health insurance options | 1x of 3 | |
what costs are out of pocket for medical emergencies overseas with medicare REFORMULATION | Google ↗ AI Mode ↗ | Assess the financial risk of relying on Medicare during an international medical emergency. | — | faq_page | medicare international coverage excepti… | 1x of 3 |
Passes
Does another pass still surface new queries? A flattening curve means the fan-out has stabilised.
Geminix = pass, y = cumulative unique queries
| Model | Pass | Target | Generated | Seconds | Tokens (in / out) | Notes |
|---|---|---|---|---|---|---|
| gemini-3.5-flash-lite | 1 | 12 | 12 | — | 915 / 1,412 | |
| gemini-3.5-flash-lite | 2 | 10 | 10 | — | 915 / 1,288 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 915 / 1,444 |