Compare the 529 plans offered by Vanguard versus Fidelity for someone who wants tax advantages that benefit a self employed parent in California.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the 529 plans offered by Vanguard versus Fidelity for someone who wants tax advantages that benefit a self employed parent in California.
4 real searches · 1 real-search pass
Vanguard 529 plan Nevada Vanguard official fees investment options 2026Google ↗
OBSERVEDComparison
Fidelity 529 plans official UNIQUE New Hampshire fees investment options 2026Google ↗
OBSERVEDComparison
California 529 contribution state tax deduction ScholarShare official California tax benefits 2026Google ↗
OBSERVEDComparison
IRS 529 plan contributions self employed business expense gift tax annual exclusion 2026 qualified distributions Roth rolloverGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Vanguard 529 plan Nevada Vanguard official fees investment options 2026 Google ↗
Fidelity 529 plans official UNIQUE New Hampshire fees investment options 2026 Google ↗
California 529 contribution state tax deduction ScholarShare official California tax benefits 2026 Google ↗
IRS 529 plan contributions self employed business expense gift tax annual exclusion 2026 qualified distributions Roth rollover Google ↗
- Official Vanguard 529 website · investor.vanguard.com
- Official Fidelity 529 website · fidelity.com
- Vanguard 529 Plan Fees · investor.vanguard.com
- Vanguard - saving for education · personal.vanguard.com
- Publication 970 (2025), Tax Benefits for Education · irs.gov
- Frequently asked questions on gift taxes · irs.gov
- 2026 Instructions for Form 709 · irs.gov
- 529 Plan FAQs: Contributions, Withdrawals & Rules · scholarshare529.com
- Leginfo - Bill · opencalaccess.org
- Assembly Bill Policy Committee Analysis · arev.assembly.ca.gov
- Tax News · ftb.ca.gov
- 2025 Instructions for Form FTB 3805P · ftb.ca.gov
- 529 Plan | College Savings Account · investor.vanguard.com
- Official ScholarShare website · scholarshare529.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Vanguard 529 plan Nevada Vanguard official fees investment options 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Fidelity 529 plans official UNIQUE New Hampshire fees investment options 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
California 529 contribution state tax deduction ScholarShare official California tax benefits 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
IRS 529 plan contributions self employed business expense gift tax annual exclusion 2026 qualified distributions Roth rollover OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |