Real ChatGPT answer · index seedpH7ck9gDH3IcompleteFinance and banking · investing and brokerageshowto

We are trying to decide between Fidelity and Vanguard for our Roth IRAs; can you compare their customer service and mobile app usability for busy parents?

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

The searches the AI actually ran for this prompt.

SEED QUERY
We are trying to decide between Fidelity and Vanguard for our Roth IRAs; can you compare their customer service and mobile app usability for busy parents?
3 real searches · 1 real-search pass
Fidelity vs Vanguard mobile app usability customer service Roth IRA comparison 2026Google ↗
OBSERVED
Fidelity customer service hours phone chat mobile app features officialGoogle ↗
OBSERVED
Vanguard customer service hours mobile app features 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
Fidelity vs Vanguard mobile app usability customer service Roth IRA comparison 2026 Google ↗
Fidelity customer service hours phone chat mobile app features official Google ↗
Vanguard customer service hours mobile app features official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Fidelity vs Vanguard mobile app usability customer service Roth IRA comparison 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Fidelity customer service hours phone chat mobile app features official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Vanguard customer service hours mobile app features official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1