Real ChatGPT answer · index seedWsPo82zVZp4completeFinance and banking · budgeting and savingcommercial

Which retirement savings accounts offer the lowest expense ratios for someone who wants to start investing with less than one hundred dollars

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which retirement savings accounts offer the lowest expense ratios for someone who wants to start investing with less than one hundred dollars
3 real searches · 1 real-search pass
best low minimum Roth IRA providers Fidelity Schwab Vanguard 2026 no minimum fractional shares expense ratiosGoogle ↗
OBSERVED
Fidelity ZERO index funds expense ratio 0% minimum investment Roth IRA 2026Google ↗
OBSERVED
Schwab IRA minimum investment mutual funds SWTSX expense ratio minimum 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
best low minimum Roth IRA providers Fidelity Schwab Vanguard 2026 no minimum fractional shares expense ratios Google ↗
Fidelity ZERO index funds expense ratio 0% minimum investment Roth IRA 2026 Google ↗
Schwab IRA minimum investment mutual funds SWTSX expense ratio minimum 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best low minimum Roth IRA providers Fidelity Schwab Vanguard 2026 no minimum fractional shares expense ratios
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Fidelity ZERO index funds expense ratio 0% minimum investment Roth IRA 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Schwab IRA minimum investment mutual funds SWTSX expense ratio minimum 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1