Real ChatGPT answer · index seed19Z2n4JYMIYcompleteCareers and HR · workplace benefitscommercial

How do Vanguard brokerage link accounts function within a standard corporate 401k platform and what are the typical administrative fees involved?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do Vanguard brokerage link accounts function within a standard corporate 401k platform and what are the typical administrative fees involved?
2 real searches · 1 real-search pass
Vanguard Brokerage Option workplace retirement plan fees commissions account service fee 401k officialGoogle ↗
OBSERVEDComparison
Vanguard self-directed brokerage account 401k plan administrative fees employer plan fee scheduleGoogle ↗
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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

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

Searches and sources

ChatGPT2 real searches · gpt-6
Vanguard Brokerage Option workplace retirement plan fees commissions account service fee 401k official Google ↗
Vanguard self-directed brokerage account 401k plan administrative fees employer plan fee schedule Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Vanguard Brokerage Option workplace retirement plan fees commissions account service fee 401k official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Vanguard self-directed brokerage account 401k plan administrative fees employer plan fee schedule
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1