We need to start saving for our toddler's college tuition today but inflation is so high where do we even put fifty dollars a month to get the best return
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need to start saving for our toddler's college tuition today but inflation is so high where do we even put fifty dollars a month to get the best return
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
Virginia529 Invest529 official fees tax deduction Virginia 2026 Google ↗
IRS 529 qualified tuition program tax free withdrawals 2026 Google ↗
SEC investor bulletin 529 plans age based portfolios fees Google ↗
- Invest529 for Virginia Residents · invest529.com
- FAQs | Resources · invest529.com
- Deductions · tax.virginia.gov
- Official Virginia Invest529 website · invest529.com
- An Introduction to 529 Plans - Investor Bulletin · investor.gov
- 10 Questions to Consider Before Opening a 529 Account - Investor Bulletin · investor.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Virginia529 Invest529 official fees tax deduction Virginia 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
IRS 529 qualified tuition program tax free withdrawals 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
SEC investor bulletin 529 plans age based portfolios fees OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |