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How do liquidity events and secondary market sales affect the taxation and actual realization value of private company stock options?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do liquidity events and secondary market sales affect the taxation and actual realization value of private company stock options?
2 real searches · 1 real-search pass
IRS incentive stock options exercise alternative minimum tax disqualifying disposition nonstatutory stock options taxation publication 525Google ↗
OBSERVEDComparison
IRS Publication 525 stock options nonstatutory options incentive stock options 2025Google ↗
OBSERVEDReason

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)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

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.

Searches and sources

ChatGPT2 real searches · gpt-6
IRS incentive stock options exercise alternative minimum tax disqualifying disposition nonstatutory stock options taxation publication 525 Google ↗
IRS Publication 525 stock options nonstatutory options incentive stock options 2025 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS incentive stock options exercise alternative minimum tax disqualifying disposition nonstatutory stock options taxation publication 525
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
IRS Publication 525 stock options nonstatutory options incentive stock options 2025
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1