Real ChatGPT answer · index seedYzAaY64ykFMcompleteFinance and banking · investing and brokeragescommercial

Can you compare the expense ratios of Vanguard and Fidelity retirement funds for someone planning to invest automatically every month?

ChatGPTgpt-61 query10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the expense ratios of Vanguard and Fidelity retirement funds for someone planning to invest automatically every month?
1 real search · 1 real-search pass
Vanguard Target Retirement fund expense ratios 2026 official Vanguard Fidelity Freedom Index expense ratios 2026 official FidelityGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Vanguard Target Retirement fund expense ratios 2026 official Vanguard Fidelity Freedom Index expense ratios 2026 official Fidelity Google ↗
  1. Vanguard Mutual Funds List · investor.vanguard.com
  2. Vanguard Target Retirement Funds · investor.vanguard.com
  3. 5 Low-Cost Target-Date Funds for 2026 · nerdwallet.com
  4. FDEWX - Fidelity Freedom ® Index 2055 Fund Investor Class · fundresearch.fidelity.com
  5. Index Investing with Fidelity · institutional.fidelity.com
  6. PORTFOLIO MANAGER Q&A ¦ AS OF MARCH 31, 2026 · institutional.fidelity.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Vanguard Target Retirement fund expense ratios 2026 official Vanguard Fidelity Freedom Index expense ratios 2026 official Fidelity
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1