Real ChatGPT answer · index seedjESh7s4NnxccompleteFinance and banking · investing and brokerageslocal

How do Fidelity and Vanguard index funds compare for small business investing, and what are the exact pricing structures for both?

ChatGPTgpt-64 queries10/31/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
How do Fidelity and Vanguard index funds compare for small business investing, and what are the exact pricing structures for both?
4 real searches · 1 real-search pass
Fidelity small business retirement plans fees SEP IRA SIMPLE IRA self employed 401k fees official 2026Google ↗
OBSERVEDReason
Vanguard small business retirement plans fees SEP IRA SIMPLE IRA individual 401k fees official 2026Google ↗
OBSERVEDReason
Fidelity index mutual fund expense ratios zero funds FXAIX FSKAX official feesGoogle ↗
OBSERVEDYes / no
Vanguard index mutual fund expense ratios VTSAX VFIAX VTIAX official feesGoogle ↗
OBSERVEDReason

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 (4)
Short factOther / navigationalComparisonConsequenceReason75%DefinitionInstructionYes / no25%

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
Fidelity small business retirement plans fees SEP IRA SIMPLE IRA self employed 401k fees official 2026 Google ↗
Vanguard small business retirement plans fees SEP IRA SIMPLE IRA individual 401k fees official 2026 Google ↗
Fidelity index mutual fund expense ratios zero funds FXAIX FSKAX official fees Google ↗
Vanguard index mutual fund expense ratios VTSAX VFIAX VTIAX official fees Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Fidelity small business retirement plans fees SEP IRA SIMPLE IRA self employed 401k fees official 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Vanguard small business retirement plans fees SEP IRA SIMPLE IRA individual 401k fees official 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Fidelity index mutual fund expense ratios zero funds FXAIX FSKAX official fees
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
Vanguard index mutual fund expense ratios VTSAX VFIAX VTIAX official fees
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1