Are equity grants at early stage startups worth the risk compared to guaranteed corporate bonuses when you are funding college savings accounts?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are equity grants at early stage startups worth the risk compared to guaranteed corporate bonuses when you are funding college savings accounts?
3 real searches · 1 real-search pass
SEC investor bulletin private placements startup equity risks illiquidity dilution employee stock optionsGoogle ↗
OBSERVEDConsequence
IRS incentive stock options nonqualified stock options tax treatment employee equityGoogle ↗
OBSERVEDReason
FINRA college savings investing time horizon 529 diversificationGoogle ↗
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
SEC investor bulletin private placements startup equity risks illiquidity dilution employee stock options Google ↗
IRS incentive stock options nonqualified stock options tax treatment employee equity Google ↗
FINRA college savings investing time horizon 529 diversification Google ↗
- Private Placements under Regulation D – Updated Investor Bulletin · investor.gov
- SEC.gov · sec.gov
- Topic no. 427, Stock options · irs.gov
- Publication 525 (2025), Taxable and Nontaxable Income · irs.gov
- Beginners’ Guide to Asset Allocation, Diversification, and Rebalancing · investor.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
SEC investor bulletin private placements startup equity risks illiquidity dilution employee stock options OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
IRS incentive stock options nonqualified stock options tax treatment employee equity OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FINRA college savings investing time horizon 529 diversification OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 |