Real ChatGPT answer · index seedMjqlQQPdWM4completeFinance and banking · investing and brokeragescomparison

Fidelity versus Vanguard, which company provides better customer support for small business owners trying to set up a SEP IRA?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Fidelity versus Vanguard, which company provides better customer support for small business owners trying to set up a SEP IRA?
3 real searches · 1 real-search pass
Fidelity SEP IRA small business customer service setup support phone dedicated retirement specialists SEP IRA officialGoogle ↗
OBSERVED
Vanguard SEP IRA small business setup customer support phone retirement plan specialists officialGoogle ↗
OBSERVED
Fidelity vs Vanguard SEP IRA small business owner customer service reviews supportGoogle ↗
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 SEP IRA small business customer service setup support phone dedicated retirement specialists SEP IRA official Google ↗
Vanguard SEP IRA small business setup customer support phone retirement plan specialists official Google ↗
Fidelity vs Vanguard SEP IRA small business owner customer service reviews support Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Fidelity SEP IRA small business customer service setup support phone dedicated retirement specialists SEP IRA official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Vanguard SEP IRA small business setup customer support phone retirement plan specialists official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Fidelity vs Vanguard SEP IRA small business owner customer service reviews support
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1