Real ChatGPT answer · index seedaaRUGje7P78completeFinance and banking · retirement accountsinformational

What are the best low cost Vanguard index funds for a Roth IRA if I only have five hundred dollars to start investing

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best low cost Vanguard index funds for a Roth IRA if I only have five hundred dollars to start investing
2 real searches · 1 real-search pass
site:vanguard.com Vanguard ETF expense ratios VTI VXUS VT BND minimum investment fractional shares Roth IRA 2026Google ↗
OBSERVED
Vanguard Roth IRA $500 minimum investment fractional shares Vanguard ETFs 2026 expense ratios VTI VXUS VT BNDGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
site:vanguard.com Vanguard ETF expense ratios VTI VXUS VT BND minimum investment fractional shares Roth IRA 2026 Google ↗
Vanguard Roth IRA $500 minimum investment fractional shares Vanguard ETFs 2026 expense ratios VTI VXUS VT BND Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:vanguard.com Vanguard ETF expense ratios VTI VXUS VT BND minimum investment fractional shares Roth IRA 2026
OBSERVED
Google ↗
AI Mode ↗
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of 1
Vanguard Roth IRA $500 minimum investment fractional shares Vanguard ETFs 2026 expense ratios VTI VXUS VT BND
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1