Real ChatGPT answer · index seedVywVF93rHhscompleteFinance and banking · retirement accountshowto

What is the easiest way to compare Fidelity Roth IRA fees against Vanguard and Charles Schwab when choosing a new platform for my freelance business income?

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the easiest way to compare Fidelity Roth IRA fees against Vanguard and Charles Schwab when choosing a new platform for my freelance business income?
3 real searches · 1 real-search pass
2026 Fidelity Roth IRA fees account fee commissions mutual fund expense ratios officialGoogle ↗
OBSERVED
2026 Vanguard Roth IRA fees account service fee commissions officialGoogle ↗
OBSERVED
2026 Charles Schwab Roth IRA fees account fee commissions mutual fund expense ratios 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
2026 Fidelity Roth IRA fees account fee commissions mutual fund expense ratios official Google ↗
2026 Vanguard Roth IRA fees account service fee commissions official Google ↗
2026 Charles Schwab Roth IRA fees account fee commissions mutual fund expense ratios official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Fidelity Roth IRA fees account fee commissions mutual fund expense ratios official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 Vanguard Roth IRA fees account service fee commissions official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 Charles Schwab Roth IRA fees account fee commissions mutual fund expense ratios official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1