Real ChatGPT answer + Gemini simulation · index seedbirNmdB39xMcompleteAI OverviewFinance and banking · investing and brokeragescomparison
What are the federal and state tax implications if I sell a large block of appreciated stock to buy a retirement home in Florida?
ChatGPTgpt-6Geminigemini-3.5-flash-lite3 passes + 1 real-search39 queries10/30/2026
Download run
Gemini unique queries
36
0 in ≥ half the passes · stability 33%
ChatGPT real searches predicted
0%
0 of 3 matched the simulation
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
What are the federal and state tax implications if I sell a large block of appreciated stock to buy a retirement home in Florida?
36 unique queries · 3 passes
reducing capital gains tax strategies
9 queries · 9 hits
federal capital gains tax rates on large stock sale1xGoogle ↗
REFORMULATIONReason
how to lower capital gains tax when selling stock1xGoogle ↗
IMPLICITComparison
how to avoid capital gains tax when selling stock1xGoogle ↗
IMPLICITComparison
capital gains tax calculator for stock sale1xGoogle ↗
REFORMULATIONConsequence
tax planning strategies for large capital gains stock sale retirement1xGoogle ↗
PERSONALIZEDComparison
does buying a home offset capital gains tax1xGoogle ↗
RELATEDComparison
installment sale of stock to spread capital gains tax1xGoogle ↗
ENTITY EXPANSIONConsequence
how installment sales work for appreciated stock capital gains1xGoogle ↗
REFORMULATIONReason
timing stock sale across tax years for lower capital gains bracket1xGoogle ↗
IMPLICITComparison
selling stock versus credit line
8 queries · 8 hits
tax consequences of selling appreciated stock to buy a house1xGoogle ↗
REFORMULATIONConsequence
tax consequences of selling large amount of stock for real estate purchase1xGoogle ↗
REFORMULATIONConsequence
selling stock vs securities backed line of credit for home purchase1xGoogle ↗
COMPARATIVEComparison
selling stock vs stock backed line of credit to buy house tax differences1xGoogle ↗
COMPARATIVEComparison
selling stock to buy a house tax implications case study1xGoogle ↗
RELATEDReason
irs guidance on stock liquidation for primary residence purchase1xGoogle ↗
REFORMULATIONReason
can primary residence exclusion apply to stock sale profits1xGoogle ↗
IMPLICITYes / no
charitable remainder trust for appreciated stock before buying house1xGoogle ↗
ENTITY EXPANSIONComparison
federal capital gains tax brackets
5 queries · 5 hits
capital gains tax brackets and rates 20241xGoogle ↗
RELATEDReason
net investment income tax threshold 2024 20251xGoogle ↗
ENTITY EXPANSIONReason
capital gains tax bracket calculator 20241xGoogle ↗
PERSONALIZEDOther / navigational
net investment income tax niit threshold 200k 250k1xGoogle ↗
ENTITY EXPANSIONReason
net investment income tax niit threshold 20241xGoogle ↗
ENTITY EXPANSIONReason
state relocation and audit risk
5 queries · 5 hits
state income tax vs no income tax state retirement financial impact1xGoogle ↗
COMPARATIVEComparison
tax implications of moving to florida from high tax state1xGoogle ↗
PERSONALIZEDConsequence
moving from high tax state to florida state tax audit risk1xGoogle ↗
IMPLICITComparison
state tax implications of selling stock right before moving to florida1xGoogle ↗
COMPARATIVEConsequence
impact of large capital gain on medicare premiums irmaa1xGoogle ↗
RELATEDConsequence
florida state capital gains tax
3 queries · 3 hits
establishing florida residency and domi…
3 queries · 3 hits
section 1031 exchange rules
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.
Gemini simulated (36)ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 32 of 39 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
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.
ChatGPT3 real searches · gpt-60% predicted
IRS 2026 long term capital gains tax brackets net investment income tax thresholds 2026 estimated tax capital gains Google ↗
New York State nonresident capital gains tax stock sale change domicile statutory resident 183 days permanent place of abode official Google ↗
Florida no individual income tax official state Google ↗
- floridarevenue.com · floridarevenue.com
- floridarevenue.com · floridarevenue.com
- Income tax definitions · tax.ny.gov
- Frequently Asked Questions about Filing Requirements, Residency, and Telecommuting for New York State Personal Income Tax · tax.ny.gov
- Permanent Place of Abode · tax.ny.gov
- Publication 505 (2026), Tax Withholding and Estimated Tax · irs.gov
- Publication 505 (2026), Tax Withholding and Estimated Tax · irs.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
36 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
tax consequences of selling appreciated stock to buy a house REFORMULATION | Google ↗ AI Mode ↗ | Understand the general tax impact triggered by liquidating stock investments to fund a real estate purchase. | Consequence | web_article | selling stock versus credit line | 1x of 3 | |
federal capital gains tax rates on large stock sale REFORMULATION | Google ↗ AI Mode ↗ | Understand the exact federal tax brackets and rates applicable to high-value stock sales. | Reason | web_article | reducing capital gains tax strategies | 1x of 3 | |
tax consequences of selling large amount of stock for real estate purchase REFORMULATION | Google ↗ AI Mode ↗ | Understand the general tax impact triggered by liquidating a major stock position to buy property. | Consequence | web_article | selling stock versus credit line | 1x of 3 | |
does florida have a state capital gains tax RELATED | Google ↗ AI Mode ↗ | Verify if the state of Florida levies any taxes on capital gains from stock sales. | Reason | faq_page | florida state capital gains tax | 1x of 3 | |
florida state income tax on capital gains RELATED | Google ↗ AI Mode ↗ | Check whether Florida imposes any state-level tax on capital gains or investment income. | Reason | faq_page | florida state capital gains tax | 1x of 3 | |
capital gains tax brackets and rates 2024 RELATED | Google ↗ AI Mode ↗ | Find the current federal tax rates applicable to long-term capital gains from stock sales. | Reason | faq_page | federal capital gains tax brackets | 1x of 3 | |
how to lower capital gains tax when selling stock IMPLICIT | Google ↗ AI Mode ↗ | Discover legal strategies or tax-loss harvesting methods to offset the large capital gains liability. | Comparison | how_to_steps | reducing capital gains tax strategies | 1x of 3 | |
how to avoid capital gains tax when selling stock IMPLICIT | Google ↗ AI Mode ↗ | Discover legal strategies and loopholes to minimize or defer capital gains taxes from asset sales. | Comparison | how_to_steps | reducing capital gains tax strategies | 1x of 3 | |
does florida have a state income tax on capital gains RELATED | Google ↗ AI Mode ↗ | Verify if Florida imposes state-level taxes on capital gains from stock sales. | Reason | glossary/definition | florida state capital gains tax | 1x of 3 | |
state income tax vs no income tax state retirement financial impact COMPARATIVE | Google ↗ AI Mode ↗ | Compare the financial differences of retiring in a state with income tax versus a zero-income-tax state like Florida. | Comparison | comparison_table | state relocation and audit risk | 1x of 3 | |
selling stock vs securities backed line of credit for home purchase COMPARATIVE | Google ↗ AI Mode ↗ | Compare the tax and financial pros and cons of liquidating stock versus borrowing against it. | Comparison | comparison_table | selling stock versus credit line | 1x of 3 | |
how to establish florida residency for tax purposes IMPLICIT | Google ↗ AI Mode ↗ | Learn the legal requirements and timeline to successfully become a Florida resident to avoid other state taxes. | Instruction | checklist | establishing florida residency and domi… | 1x of 3 | |
section 1031 exchange stocks for real estate rules ENTITY EXPANSION | Google ↗ AI Mode ↗ | Determine if tax-deferred exchanges apply to moving from equities to real estate. | Consequence | glossary/definition | section 1031 exchange rules | 1x of 3 | |
net investment income tax threshold 2024 2025 ENTITY EXPANSION | Google ↗ AI Mode ↗ | Find out if the 3.8% Net Investment Income Tax (NIIT) applies to the large stock sale. | Reason | glossary/definition | federal capital gains tax brackets | 1x of 3 | |
selling stock vs stock backed line of credit to buy house tax differences COMPARATIVE | Google ↗ AI Mode ↗ | Compare selling appreciated stock versus borrowing against it to determine the better tax strategy. | Comparison | comparison_table | selling stock versus credit line | 1x of 3 | |
capital gains tax bracket calculator 2024 PERSONALIZED | Google ↗ AI Mode ↗ | Calculate exact federal capital gains taxes owed based on estimated income levels. | Other / navigational | calculator/tool | federal capital gains tax brackets | 1x of 3 | |
tax implications of moving to florida from high tax state PERSONALIZED | Google ↗ AI Mode ↗ | Learn the broader tax consequences of establishing residency in Florida. | Consequence | buyers_guide | state relocation and audit risk | 1x of 3 | |
net investment income tax niit threshold 200k 250k ENTITY EXPANSION | Google ↗ AI Mode ↗ | Check if the large stock sale will trigger the additional Net Investment Income Tax. | Reason | calculator/tool | federal capital gains tax brackets | 1x of 3 | |
establishing residency in florida for tax purposes RELATED | Google ↗ AI Mode ↗ | Learn the legal requirements and timeline for officially becoming a Florida resident to avoid former state taxes. | Comparison | checklist | establishing florida residency and domi… | 1x of 3 | |
capital gains tax calculator for stock sale REFORMULATION | Google ↗ AI Mode ↗ | Calculate estimated federal and state tax liability on a specific stock sale amount. | Consequence | calculator/tool | reducing capital gains tax strategies | 1x of 3 | |
tax planning strategies for large capital gains stock sale retirement PERSONALIZED | Google ↗ AI Mode ↗ | Explore professional wealth management strategies to reduce tax burdens during retirement transitions. | Comparison | buyers_guide | reducing capital gains tax strategies | 1x of 3 | |
net investment income tax niit threshold 2024 ENTITY EXPANSION | Google ↗ AI Mode ↗ | Check if the large stock sale will trigger the additional 3.8 percent Net Investment Income Tax. | Reason | product_spec_sheet | federal capital gains tax brackets | 1x of 3 | |
does buying a home offset capital gains tax RELATED | Google ↗ AI Mode ↗ | Determine if purchasing primary real estate provides any tax offset for stock gains. | Comparison | forum/qna | reducing capital gains tax strategies | 1x of 3 | |
can I offset stock capital gains with real estate losses RELATED | Google ↗ AI Mode ↗ | Determine if losses from other investments or property can offset the stock capital gains. | Comparison | web_article | section 1031 exchange rules | 1x of 3 | |
selling stock to buy a house tax implications case study RELATED | Google ↗ AI Mode ↗ | Review real-world examples of individuals liquidating portfolios for real estate purchases. | Reason | case_study | selling stock versus credit line | 1x of 3 | |
installment sale of stock to spread capital gains tax ENTITY EXPANSION | Google ↗ AI Mode ↗ | Explore installment sales as a method to defer capital gains across multiple tax years. | Consequence | pdf_whitepaper | reducing capital gains tax strategies | 1x of 3 | |
moving from high tax state to florida state tax audit risk IMPLICIT | Google ↗ AI Mode ↗ | Understand the risk of former home states challenging residency changes after selling assets. | Comparison | case_study | state relocation and audit risk | 1x of 3 | |
irs guidance on stock liquidation for primary residence purchase REFORMULATION | Google ↗ AI Mode ↗ | Access official IRS documentation regarding tax treatments for stock sales used for home buying. | Reason | pdf_whitepaper | selling stock versus credit line | 1x of 3 | |
establishing florida residency for tax purposes domicile RELATED | Google ↗ AI Mode ↗ | Understand the legal steps required to successfully claim Florida residency and avoid previous state taxes. | Definition | checklist | establishing florida residency and domi… | 1x of 3 | |
how installment sales work for appreciated stock capital gains REFORMULATION | Google ↗ AI Mode ↗ | Explore spreading out capital gains recognition over multiple years using installment methods. | Reason | how_to_steps | reducing capital gains tax strategies | 1x of 3 | |
can primary residence exclusion apply to stock sale profits IMPLICIT | Google ↗ AI Mode ↗ | Find out if Section 121 home sale exclusion rules can shield stock sale gains if buying a home. | Yes / no | forum/qna | selling stock versus credit line | 1x of 3 | |
timing stock sale across tax years for lower capital gains bracket IMPLICIT | Google ↗ AI Mode ↗ | Learn how splitting asset sales across calendar years affects marginal tax brackets. | Comparison | case_study | reducing capital gains tax strategies | 1x of 3 | |
state tax implications of selling stock right before moving to florida COMPARATIVE | Google ↗ AI Mode ↗ | Compare the tax results of selling stock as a resident of the old state versus selling after moving to Florida. | Consequence | web_article | state relocation and audit risk | 1x of 3 | |
impact of large capital gain on medicare premiums irmaa RELATED | Google ↗ AI Mode ↗ | Understand if a huge one-time capital gain will spike Medicare Part B and Part D premiums via IRMAA. | Consequence | web_article | state relocation and audit risk | 1x of 3 | |
section 1031 exchange applicable to stock and real estate COMPARATIVE | Google ↗ AI Mode ↗ | Check if 1031 tax-deferred exchanges apply to moving from stocks to real estate. | Consequence | web_article | section 1031 exchange rules | 1x of 3 | |
charitable remainder trust for appreciated stock before buying house ENTITY EXPANSION | Google ↗ AI Mode ↗ | Learn if trusts can bypass capital gains taxes when funding retirement real estate purchases. | Comparison | pdf_whitepaper | selling stock versus credit line | 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 | — | 923 / 1,498 | |
| gemini-3.5-flash-lite | 2 | 12 | 12 | — | 923 / 1,403 | |
| gemini-3.5-flash-lite | 3 | 12 | 12 | — | 923 / 1,526 |