Real ChatGPT answer · index seedAmmSmyV7ku0completeFinance and banking · budgeting and savingcommercial

Which online brokerages currently provide the best personalized customer service over the phone, as I am trying to decide between Fidelity and Vanguard for rolling over my old 401k?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which online brokerages currently provide the best personalized customer service over the phone, as I am trying to decide between Fidelity and Vanguard for rolling over my old 401k?
3 real searches · 1 real-search pass
Fidelity vs Vanguard customer service phone support personalized service 2026 401k rollover comparisonGoogle ↗
OBSERVED
J.D. Power 2025 U.S. Self-Directed Investor Satisfaction Study Fidelity Vanguard customer service phoneGoogle ↗
OBSERVED
Fidelity rollover IRA phone support retirement specialists Vanguard rollover phone support personal advisor services feesGoogle ↗
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 customer service phone support personalized service 2026 401k rollover comparison Google ↗
J.D. Power 2025 U.S. Self-Directed Investor Satisfaction Study Fidelity Vanguard customer service phone Google ↗
Fidelity rollover IRA phone support retirement specialists Vanguard rollover phone support personal advisor services fees Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Fidelity vs Vanguard customer service phone support personalized service 2026 401k rollover comparison
OBSERVED
Google ↗
AI Mode ↗
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of 1
J.D. Power 2025 U.S. Self-Directed Investor Satisfaction Study Fidelity Vanguard customer service phone
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Fidelity rollover IRA phone support retirement specialists Vanguard rollover phone support personal advisor services fees
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1