Real ChatGPT answer · index seeddbozKF7hy1QcompleteFinance and banking · investing and brokeragesinformational

I want to set up low-cost mutual funds for my company retirement plan. Which broker currently offers the lowest management overhead?

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

The searches the AI actually ran for this prompt.

SEED QUERY
I want to set up low-cost mutual funds for my company retirement plan. Which broker currently offers the lowest management overhead?
2 real searches · 1 real-search pass
2026 company 401(k) providers lowest administrative fees small business Vanguard Fidelity Schwab Human Interest Guideline pricingGoogle ↗
OBSERVED
2026 small business 401k plan provider fees administration recordkeeping pricing Fidelity Schwab VanguardGoogle ↗
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
2026 company 401(k) providers lowest administrative fees small business Vanguard Fidelity Schwab Human Interest Guideline pricing Google ↗
2026 small business 401k plan provider fees administration recordkeeping pricing Fidelity Schwab Vanguard Google ↗
  1. 401k Plans for Small Businesses · fidelity.com
  2. Human Interest Pricing · humaninterest.com
  3. Best 401(k) Providers for Small Business (2026) · leadchangegroup.com
  4. Service fees · workplace.vanguard.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 company 401(k) providers lowest administrative fees small business Vanguard Fidelity Schwab Human Interest Guideline pricing
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 small business 401k plan provider fees administration recordkeeping pricing Fidelity Schwab Vanguard
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1