Real ChatGPT answer · index seed9CXpiZT4cpQcompleteFinance and banking · retirement accountscommercial
Can you detail advanced tax loss harvesting strategies for taxable brokerage accounts that align with my retirement income generation goals over the next five years?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you detail advanced tax loss harvesting strategies for taxable brokerage accounts that align with my retirement income generation goals over the next five years?
3 real searches · 1 real-search pass
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
IRS Topic 409 capital gains losses wash sales capital loss deduction carryover 2026 Google ↗
IRS Publication 550 wash sales substantially identical securities IRA spouse accounts Google ↗
IRS net investment income tax thresholds capital gains 2026 Google ↗
- Publication 550 (2025), Investment Income and Expenses · irs.gov
- Topic no. 409, Capital gains and losses · irs.gov
- Publication 550 (2025), Investment Income and Expenses · irs.gov
- Publication 550 (2025), Investment Income and Expenses · irs.gov
- 26 U.S.C. § 1411: Imposition of tax · uscode.house.gov
- Instructions for Schedule D (Form 1040) (2025) · irs.gov
- Topic 409 · irs.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS Topic 409 capital gains losses wash sales capital loss deduction carryover 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
IRS Publication 550 wash sales substantially identical securities IRA spouse accounts OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS net investment income tax thresholds capital gains 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |