how do I evaluate employee stock purchase plans versus traditional 401k plans when I am totally new to investing
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
how do I evaluate employee stock purchase plans versus traditional 401k plans when I am totally new to investing
3 real searches · 1 real-search pass
IRS employee stock purchase plan section 423 tax treatment holding periods officialGoogle ↗
OBSERVEDReason
Department of Labor 401k employer matching vesting investment diversification officialGoogle ↗
OBSERVEDOther / navigational
IRS traditional 401k contributions tax deferred distributions officialGoogle ↗
OBSERVEDDefinition
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 employee stock purchase plan section 423 tax treatment holding periods official Google ↗
Department of Labor 401k employer matching vesting investment diversification official Google ↗
IRS traditional 401k contributions tax deferred distributions official Google ↗
- Stocks (options, splits, traders) · irs.gov
- Stocks (Options, Splits, Traders) 4 · irs.gov
- Topic no. 424, 401(k) plans · irs.gov
- 401(k) Plans · investor.gov
- 401(k) plans · irs.gov
- Operating a 401(k) plan · irs.gov
- Retirement topics - Vesting · irs.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS employee stock purchase plan section 423 tax treatment holding periods official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Department of Labor 401k employer matching vesting investment diversification official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
IRS traditional 401k contributions tax deferred distributions official OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 |