Real ChatGPT answer · index seedzaFduTdH05ccompleteFinance and banking · retirement accountshowto

How do I identify which specific lots to sell for tax loss harvesting in my retirement portfolio to maximize tax savings without spending money on software?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I identify which specific lots to sell for tax loss harvesting in my retirement portfolio to maximize tax savings without spending money on software?
2 real searches · 1 real-search pass
IRS Publication 550 wash sales substantially identical securities 30 days IRA loss disallowedGoogle ↗
OBSERVED
IRS capital losses offset capital gains ordinary income 3000 limit tax year 2026Google ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
IRS Publication 550 wash sales substantially identical securities 30 days IRA loss disallowed Google ↗
IRS capital losses offset capital gains ordinary income 3000 limit tax year 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS Publication 550 wash sales substantially identical securities 30 days IRA loss disallowed
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
IRS capital losses offset capital gains ordinary income 3000 limit tax year 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1