Real ChatGPT answer · index seedOCkCnHxBTF8completeFinance and banking · budgeting and savingcomparison

Compare the Fidelity 529 plan versus Vanguard for our newborn college fund based on current expense ratios and performance

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the Fidelity 529 plan versus Vanguard for our newborn college fund based on current expense ratios and performance
3 real searches · 1 real-search pass
2026 Fidelity 529 plan expense ratios performance portfolio fees Fidelity UNIQUE 529 officialGoogle ↗
OBSERVED
2026 Vanguard 529 College Savings Plan Nevada expense ratios performance officialGoogle ↗
OBSERVED
Virginia 529 tax deduction resident Invest529 contributions official 2026Google ↗
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
2026 Fidelity 529 plan expense ratios performance portfolio fees Fidelity UNIQUE 529 official Google ↗
2026 Vanguard 529 College Savings Plan Nevada expense ratios performance official Google ↗
Virginia 529 tax deduction resident Invest529 contributions official 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Fidelity 529 plan expense ratios performance portfolio fees Fidelity UNIQUE 529 official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 Vanguard 529 College Savings Plan Nevada expense ratios performance official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Virginia 529 tax deduction resident Invest529 contributions official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1