Real ChatGPT answer · index seedYc0LzvjDMDAcompleteFinance and banking · budgeting and savingcommercial

Can you compare Fidelity and Vanguard on customer service and mobile app usability for young investors who prefer managing everything on their phone

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare Fidelity and Vanguard on customer service and mobile app usability for young investors who prefer managing everything on their phone
3 real searches · 1 real-search pass
Fidelity vs Vanguard mobile app usability customer service comparison 2026 app features supportGoogle ↗
OBSERVEDComparison
Fidelity mobile app official features customer service phone chat supportGoogle ↗
OBSERVEDOther / navigational
Vanguard mobile app official features customer service phone supportGoogle ↗
OBSERVEDOther / navigational

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.

ChatGPT real searches (3)
Short factOther / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Fidelity vs Vanguard mobile app usability customer service comparison 2026 app features support Google ↗
Fidelity mobile app official features customer service phone chat support Google ↗
Vanguard mobile app official features customer service phone support Google ↗

Queries

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