Real ChatGPT answer · index seedqyx6QDUxHjccompleteFinance and banking · budgeting and savingcommercial

What are the current interest rates and tax benefits of opening a state sponsored 529 college savings plan?

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the current interest rates and tax benefits of opening a state sponsored 529 college savings plan?
3 real searches · 1 real-search pass
Nebraska 529 tax deduction 2026 contribution limit NEST officialGoogle ↗
OBSERVEDOther / navigational
NEST 529 investment options fees performance 2026 officialGoogle ↗
OBSERVEDComparison
IRS 529 qualified tuition distributions tax benefits 2026Google ↗
OBSERVEDConsequence

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)
Short factOther / navigational33%Comparison33%Consequence33%ReasonDefinitionInstructionYes / no

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
Nebraska 529 tax deduction 2026 contribution limit NEST official Google ↗
NEST 529 investment options fees performance 2026 official Google ↗
IRS 529 qualified tuition distributions tax benefits 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Nebraska 529 tax deduction 2026 contribution limit NEST official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
NEST 529 investment options fees performance 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
IRS 529 qualified tuition distributions tax benefits 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1