Real ChatGPT answer + Gemini simulation · index seedNz5TMfL4MPEcompleteAI OverviewHealth and wellness · doctors and providersbrand
How does Mayo Clinic handle financial assistance for young adults with rare neurological conditions who have high deductible health plans?
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search38 queries10/30/2026
Download run
Gemini unique queries
36
0 in ≥ half the passes · stability 33%
ChatGPT real searches predicted
100%
2 of 2 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
How does Mayo Clinic handle financial assistance for young adults with rare neurological conditions who have high deductible health plans?
36 unique queries · 3 passes
high deductible health plan financial a…
7 queries · 7 hits
how do high deductible health plans affect rare disease treatment costs1xGoogle ↗
RELATED
financial aid for high deductible health plans at major hospitals1xGoogle ↗
RELATED
financial assistance options for high deductible health plans1xGoogle ↗
RELATED
applying for financial hardship with high deductible health insurance1xGoogle ↗
PERSONALIZED
health insurance high deductible assistance programs for expensive medications1xGoogle ↗
IMPLICIT
how do high deductible plans affect hospital charity care qualification1xGoogle ↗
IMPLICIT
grants for rare disease patients with high medical bills1xGoogle ↗
RELATED
rare neurological disease financial sup…
7 queries · 7 hits
financial aid for young adults with rare neurological disorders1xGoogle ↗
RELATED
young adult rare neurological disease treatment cost help1xGoogle ↗
REFORMULATION
rare neurological disease patient assistance foundations and grants1xGoogle ↗
ENTITY EXPANSION
neurology patient assistance programs for expensive treatments1xGoogle ↗
ENTITY EXPANSION
rare neurological conditions treatment costs financial planning1xGoogle ↗
RELATED
Mayo Clinic rare neurological conditions patient support1xGoogle ↗
ENTITY EXPANSION
rare neurological disease patient assistance programs pharma grants1xGoogle ↗
ENTITY EXPANSION
young adult medical debt assistance
5 queries · 5 hits
young adult financial hardship medical bills assistance programs1xGoogle ↗
IMPLICIT
charity care programs for young adults with high medical bills1xGoogle ↗
ENTITY EXPANSION
young adult health insurance gap financial hardship assistance1xGoogle ↗
PERSONALIZED
managing medical debt for rare chronic conditions young adults1xGoogle ↗
RELATED
young adults medical debt legal rights and hospital charity care laws1xGoogle ↗
RELATED
mayo clinic financial assistance eligib…
4 queries · 4 hits
Mayo Clinic financial assistance policy for uninsured or underinsured patients1xGoogle ↗
REFORMULATION
Mayo Clinic billing help high deductible health plan1xGoogle ↗
REFORMULATION
qualifying for Mayo Clinic financial aid with high deductible insurance1xGoogle ↗
PERSONALIZED
Mayo Clinic financial assistance policy income limits guidelines1xGoogle ↗
REFORMULATION
hospital financial assistance comparison
4 queries · 4 hits
Mayo Clinic charity care vs hospital financial assistance programs1xGoogle ↗
COMPARATIVE
Mayo Clinic financial assistance vs Cleveland Clinic financial assistance1xGoogle ↗
COMPARATIVE
Mayo Clinic vs Cleveland Clinic financial assistance comparison1xGoogle ↗
COMPARATIVE
Mayo Clinic vs academic medical center financial aid generosity1xGoogle ↗
COMPARATIVE
mayo clinic financial counseling contact
4 queries · 4 hits
Mayo Clinic financial counseling contact and application requirements1xGoogle ↗
REFORMULATION
Mayo Clinic patient account services contact billing financial counselor1xGoogle ↗
RELATED
Mayo Clinic patient account services financial hardship policy1xGoogle ↗
ENTITY EXPANSION
Mayo Clinic financial counselor contact and policy details1xGoogle ↗
IMPLICIT
rare disease policy at mayo clinic
3 queries · 3 hits
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. 36 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.
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
36 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Mayo Clinic financial assistance policy for uninsured or underinsured patients REFORMULATION | Google ↗ AI Mode ↗ | Understand the broad financial aid criteria and application process directly from Mayo Clinic. | — | faq_page | mayo clinic financial assistance eligib… | 1x of 3 | |
Mayo Clinic financial assistance policy for rare diseases REFORMULATION | Google ↗ AI Mode ↗ | Understand the general criteria and availability of financial aid for rare conditions at Mayo Clinic. | — | faq_page | rare disease policy at mayo clinic | 1x of 3 | |
Mayo Clinic financial assistance policy for rare disease patients REFORMULATION | Google ↗ AI Mode ↗ | Understand the general criteria and availability of financial aid programs specifically for rare disease patients at Mayo Clinic. | — | faq_page | rare disease policy at mayo clinic | 1x of 3 | |
how do high deductible health plans affect rare disease treatment costs RELATED | Google ↗ AI Mode ↗ | Learn about the financial burden and out-of-pocket dynamics of HDHPs when managing chronic rare illnesses. | — | web_article | high deductible health plan financial a… | 1x of 3 | |
Mayo Clinic billing help high deductible health plan REFORMULATION | Google ↗ AI Mode ↗ | Find out how Mayo Clinic assists patients burdened by high deductibles. | — | web_article | mayo clinic financial assistance eligib… | 1x of 3 | |
financial aid for high deductible health plans at major hospitals RELATED | Google ↗ AI Mode ↗ | Find out how high deductible health plans interact with hospital charity care and financial assistance programs. | — | web_article | high deductible health plan financial a… | 1x of 3 | |
young adult financial hardship medical bills assistance programs IMPLICIT | Google ↗ AI Mode ↗ | Find special grants or charitable care options specifically targeted at young adults struggling with medical debt. | — | pdf_whitepaper | young adult medical debt assistance | 1x of 3 | |
financial aid for young adults with rare neurological disorders RELATED | Google ↗ AI Mode ↗ | Discover broad financial assistance programs available outside of a single hospital network for this specific demographic. | — | pdf_whitepaper | rare neurological disease financial sup… | 1x of 3 | |
young adult rare neurological disease treatment cost help REFORMULATION | Google ↗ AI Mode ↗ | Discover financial resources or grants available for young adults facing expensive neurological treatments. | — | pdf_whitepaper | rare neurological disease financial sup… | 1x of 3 | |
Mayo Clinic charity care vs hospital financial assistance programs COMPARATIVE | Google ↗ AI Mode ↗ | Compare different tiers or types of financial relief offered by Mayo Clinic to see which applies best. | — | comparison_table | hospital financial assistance comparison | 1x of 3 | |
how to apply for Mayo Clinic charity care IMPLICIT | Google ↗ AI Mode ↗ | Get actionable steps and documentation requirements for applying to Mayo Clinic's charity care program. | — | how_to_steps | applying for mayo clinic charity care | 1x of 3 | |
does insurance cover rare neurological disorders treatment mayo clinic IMPLICIT | Google ↗ AI Mode ↗ | Determine insurance coverage acceptance and out-of-pocket exposure for rare neurological care at Mayo Clinic. | — | faq_page | rare disease policy at mayo clinic | 1x of 3 | |
rare neurological disease patient assistance foundations and grants ENTITY EXPANSION | Google ↗ AI Mode ↗ | Identify external non-profit organizations that fund treatments for rare neurological disorders. | — | buyers_guide | rare neurological disease financial sup… | 1x of 3 | |
Mayo Clinic financial assistance vs Cleveland Clinic financial assistance COMPARATIVE | Google ↗ AI Mode ↗ | Compare how Mayo Clinic's financial aid policies stack up against another major medical center for complex cases. | — | comparison_table | hospital financial assistance comparison | 1x of 3 | |
Mayo Clinic vs Cleveland Clinic financial assistance comparison COMPARATIVE | Google ↗ AI Mode ↗ | Compare the generosity and terms of financial assistance programs between top medical centers. | — | comparison_table | hospital financial assistance comparison | 1x of 3 | |
qualifying for Mayo Clinic financial aid with high deductible insurance PERSONALIZED | Google ↗ AI Mode ↗ | Determine if having an active insurance policy, even if high-deductible, disqualifies someone from Mayo's charity care. | — | how_to_steps | mayo clinic financial assistance eligib… | 1x of 3 | |
neurology patient assistance programs for expensive treatments ENTITY EXPANSION | Google ↗ AI Mode ↗ | Identify specific pharmaceutical or foundation-backed assistance programs for neurological treatments. | — | buyers_guide | rare neurological disease financial sup… | 1x of 3 | |
charity care programs for young adults with high medical bills ENTITY EXPANSION | Google ↗ AI Mode ↗ | Identify external charity foundations and patient advocate organizations that assist young adults with high medical debt. | — | web_article | young adult medical debt assistance | 1x of 3 | |
Mayo Clinic financial counseling contact and application requirements REFORMULATION | Google ↗ AI Mode ↗ | Find actionable contact information and document checklists for submitting a financial assistance application. | — | checklist | mayo clinic financial counseling contact | 1x of 3 | |
financial assistance options for high deductible health plans RELATED | Google ↗ AI Mode ↗ | Learn about general mechanisms like HSAs, hardship policies, and payment plans for high deductibles. | — | calculator/tool | high deductible health plan financial a… | 1x of 3 | |
applying for financial hardship with high deductible health insurance PERSONALIZED | Google ↗ AI Mode ↗ | Learn the step-by-step process of proving financial hardship when insured by a high deductible plan. | — | how_to_steps | high deductible health plan financial a… | 1x of 3 | |
rare neurological conditions treatment costs financial planning RELATED | Google ↗ AI Mode ↗ | Learn strategies for budgeting and managing astronomical costs associated with rare neurological care. | — | web_article | rare neurological disease financial sup… | 1x of 3 | |
Mayo Clinic rare neurological conditions patient support ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find dedicated support groups, care navigators, and social work resources at Mayo Clinic for neurological disorders. | — | web_article | rare neurological disease financial sup… | 1x of 3 | |
Mayo Clinic patient account services contact billing financial counselor RELATED | Google ↗ AI Mode ↗ | Find contact information and methods to speak directly with a financial counselor at Mayo Clinic. | — | web_article | mayo clinic financial counseling contact | 1x of 3 | |
Mayo Clinic patient account services financial hardship policy ENTITY EXPANSION | Google ↗ AI Mode ↗ | Locate official administrative documentation detailing Mayo Clinic's internal financial hardship write-off rules. | — | pdf_whitepaper | mayo clinic financial counseling contact | 1x of 3 | |
young adult health insurance gap financial hardship assistance PERSONALIZED | Google ↗ AI Mode ↗ | Find financial relief options tailored to the unique economic struggles of young adults navigating the healthcare system. | — | forum/qna | young adult medical debt assistance | 1x of 3 | |
rare neurological disease patient assistance programs pharma grants ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find pharmaceutical copay cards and disease-specific foundation grants for rare neurological medications. | — | buyers_guide | rare neurological disease financial sup… | 1x of 3 | |
health insurance high deductible assistance programs for expensive medications IMPLICIT | Google ↗ AI Mode ↗ | Find programs that bridge the gap for medication costs before a high deductible is met. | — | faq_page | high deductible health plan financial a… | 1x of 3 | |
Mayo Clinic financial counselor contact and policy details IMPLICIT | Google ↗ AI Mode ↗ | Locate direct contact information and policies for speaking with a financial counselor at Mayo Clinic. | — | pricing_page | mayo clinic financial counseling contact | 1x of 3 | |
how do high deductible plans affect hospital charity care qualification IMPLICIT | Google ↗ AI Mode ↗ | Understand if having an active insurance policy with a high deductible disqualifies a patient from hospital charity care. | — | glossary/definition | high deductible health plan financial a… | 1x of 3 | |
Mayo Clinic vs academic medical center financial aid generosity COMPARATIVE | Google ↗ AI Mode ↗ | Evaluate how Mayo Clinic's financial assistance compares to other major medical institutions. | — | comparison_table | hospital financial assistance comparison | 1x of 3 | |
grants for rare disease patients with high medical bills RELATED | Google ↗ AI Mode ↗ | Discover philanthropic grants and debt relief funds for individuals with rare diseases. | — | dataset | high deductible health plan financial a… | 1x of 3 | |
Mayo Clinic financial assistance policy income limits guidelines REFORMULATION | Google ↗ AI Mode ↗ | Check the exact Federal Poverty Level percentage limits used by Mayo Clinic to grant financial assistance. | — | pdf_whitepaper | mayo clinic financial assistance eligib… | 1x of 3 | |
managing medical debt for rare chronic conditions young adults RELATED | Google ↗ AI Mode ↗ | Find strategies and advisory services for managing long-term medical debt as a young adult. | — | forum/qna | young adult medical debt assistance | 1x of 3 | |
young adults medical debt legal rights and hospital charity care laws RELATED | Google ↗ AI Mode ↗ | Understand legal protections and non-profit hospital obligations regarding financial assistance under federal law. | — | web_article | young adult medical debt assistance | 1x of 3 | |
Mayo Clinic charity care income limits and eligibility REFORMULATION | Google ↗ AI Mode ↗ | Check the specific income threshold requirements to qualify for financial assistance at Mayo Clinic. | — | faq_page | applying for mayo clinic charity care | 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 / 1,479 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 915 / 1,498 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 915 / 1,455 |