Real ChatGPT answer · index seedVewAK9SXWdYcompleteFinance and banking · budgeting and savingcomparison

Between Fidelity and Vanguard, which brokerage is better for setting up a solo 401k for my consulting business

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Between Fidelity and Vanguard, which brokerage is better for setting up a solo 401k for my consulting business
2 real searches · 1 real-search pass
Fidelity self-employed 401(k) plan features fees contributions Roth loans new accounts 2026Google ↗
OBSERVED
Vanguard individual 401(k) new plans Ascensus transition 2026 solo 401kGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Fidelity self-employed 401(k) plan features fees contributions Roth loans new accounts 2026 Google ↗
Vanguard individual 401(k) new plans Ascensus transition 2026 solo 401k Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Fidelity self-employed 401(k) plan features fees contributions Roth loans new accounts 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Vanguard individual 401(k) new plans Ascensus transition 2026 solo 401k
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1