Real ChatGPT answer · index seedcRWAIuEG2J4completeFinance and banking · retirement accountscomparison

How do the expense ratios of index funds inside a Fidelity Roth IRA stack up against the all in management costs at Betterment?

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do the expense ratios of index funds inside a Fidelity Roth IRA stack up against the all in management costs at Betterment?
3 real searches · 1 real-search pass
Fidelity ZERO index funds expense ratios FZROX FZILX official FidelityGoogle ↗
OBSERVED
Fidelity index fund expense ratios FXAIX FSKAX FTIHX officialGoogle ↗
OBSERVED
Betterment pricing annual management fee 0.25% ETF expense ratios 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
Fidelity ZERO index funds expense ratios FZROX FZILX official Fidelity Google ↗
Fidelity index fund expense ratios FXAIX FSKAX FTIHX official Google ↗
Betterment pricing annual management fee 0.25% ETF expense ratios official 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Fidelity ZERO index funds expense ratios FZROX FZILX official Fidelity
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Fidelity index fund expense ratios FXAIX FSKAX FTIHX official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Betterment pricing annual management fee 0.25% ETF expense ratios official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1