Real ChatGPT answer · index seeddj3s19PxxFUcompleteParenting and family · family financesinformational
How do state-sponsored 529 plans compare across different states, and can I invest in one outside of where we currently live?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do state-sponsored 529 plans compare across different states, and can I invest in one outside of where we currently live?
3 real searches · 1 real-search pass
2026 529 plan state tax deductions residency out of state plans IRS qualified expenses rollover rules state tax recaptureGoogle ↗
OBSERVEDReason
Texas 529 college savings plan state income tax deduction no state income tax officialGoogle ↗
OBSERVEDOther / navigational
529 plan comparison direct sold fees investment options state plans official 2026Google ↗
OBSERVEDComparison
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). 2 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
2026 529 plan state tax deductions residency out of state plans IRS qualified expenses rollover rules state tax recapture Google ↗
Texas 529 college savings plan state income tax deduction no state income tax official Google ↗
529 plan comparison direct sold fees investment options state plans official 2026 Google ↗
- 529 Fee Study: Find and Compare Lowest Fees By State · frontend-astro.savingforcollege.com
- Compare 529 Plans · savingforcollege.com
- Texas 529 Plans: Saving Now on Future College Costs · comptroller.texas.gov
- Schwab 529 Plan · schwab.com
- Are 529 contributions tax deductible? | 529 tax benefits · fidelity.com
- Publication 970 (2025), Tax Benefits for Education · irs.gov
- 529 Plans: Questions and answers · irs.gov
- An Introduction to 529 Plans - Investor Bulletin · investor.gov
- 529 Plan State Tax Rules: Which States Conform to Federal Law · savingforcollege.com
- Official plan website · my529.org
- Official plan website · nysaves.org
- Official plan website · scholarshare529.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 529 plan state tax deductions residency out of state plans IRS qualified expenses rollover rules state tax recapture OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Texas 529 college savings plan state income tax deduction no state income tax official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
529 plan comparison direct sold fees investment options state plans official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |