Real ChatGPT answer · index seedWMHS4RBhDRocompleteFinance and banking · budgeting and savingcommercial

Is a 529 plan through Vanguard better than a state sponsored plan for our children college tuition savings

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is a 529 plan through Vanguard better than a state sponsored plan for our children college tuition savings
3 real searches · 1 real-search pass
Georgia Path2College 529 2026 state income tax deduction contribution limit married filing jointly officialGoogle ↗
OBSERVED
Vanguard 529 plan Nevada Vanguard 529 fees investment options official 2026Google ↗
OBSERVED
Georgia 529 tax deduction out of state plan contributions Georgia officialGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Georgia Path2College 529 2026 state income tax deduction contribution limit married filing jointly official Google ↗
Vanguard 529 plan Nevada Vanguard 529 fees investment options official 2026 Google ↗
Georgia 529 tax deduction out of state plan contributions Georgia official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Georgia Path2College 529 2026 state income tax deduction contribution limit married filing jointly official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Vanguard 529 plan Nevada Vanguard 529 fees investment options official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Georgia 529 tax deduction out of state plan contributions Georgia official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1