Real ChatGPT answer · index seedJ2D0oRINwUEcompleteParenting and family · family financesinformational
What is the best way to start saving for college tuition right now when we only have a hundred dollars extra a month?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best way to start saving for college tuition right now when we only have a hundred dollars extra a month?
3 real searches · 1 real-search pass
California ScholarShare 529 official fees minimum contribution investment options 2026Google ↗
OBSERVEDComparison
IRS 529 qualified tuition program tax-free distributions 2026 officialGoogle ↗
OBSERVEDShort fact
California 529 state income tax deduction contributions official ScholarShareGoogle ↗
OBSERVEDOther / navigational
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
California ScholarShare 529 official fees minimum contribution investment options 2026 Google ↗
IRS 529 qualified tuition program tax-free distributions 2026 official Google ↗
California 529 state income tax deduction contributions official ScholarShare Google ↗
- ScholarShare 529 · scholarshare529.com
- CalKIDS · calkids.org
- 529 Plan FAQs: Contributions, Withdrawals & Rules · scholarshare529.com
- Topic no. 313, Qualified tuition programs (QTPs) · irs.gov
- Fast Facts | State of California Office of the State Treasurer · website-prod.treasurer.ca.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
California ScholarShare 529 official fees minimum contribution investment options 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
IRS 529 qualified tuition program tax-free distributions 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
California 529 state income tax deduction contributions official ScholarShare OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |