Real ChatGPT answer · index seedt2IEixxJQ48completeFinance and banking · budgeting and savingcomparison

Can you compare the fee structures of Vanguard and Fidelity for a small business holding over one hundred thousand dollars in reserves

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the fee structures of Vanguard and Fidelity for a small business holding over one hundred thousand dollars in reserves
3 real searches · 1 real-search pass
Vanguard Fidelity business brokerage account fees entity accounts official pricing 2026Google ↗
OBSERVEDReason
Vanguard business organization brokerage account fees commissions money market expense ratios entity account 2026Google ↗
OBSERVEDReason
Fidelity business brokerage account fees commissions money market expense ratios business account 2026Google ↗
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 (3)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
Vanguard Fidelity business brokerage account fees entity accounts official pricing 2026 Google ↗
Vanguard business organization brokerage account fees commissions money market expense ratios entity account 2026 Google ↗
Fidelity business brokerage account fees commissions money market expense ratios business account 2026 Google ↗
  1. Vanguard fee schedule · investor.vanguard.com
  2. Fidelity business account pricing · fidelity.com
  3. Trading Commissions and Margin Rates · fidelity.com
  4. Vanguard VMFXX · investor.vanguard.com
  5. Fidelity SPAXX · fundresearch.fidelity.com
  6. Vanguard organization accounts · investor.vanguard.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Vanguard Fidelity business brokerage account fees entity accounts official pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Vanguard business organization brokerage account fees commissions money market expense ratios entity account 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Fidelity business brokerage account fees commissions money market expense ratios business account 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1