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

Should I move my retirement savings from mutual funds into low-cost index ETFs at age sixty-five?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Should I move my retirement savings from mutual funds into low-cost index ETFs at age sixty-five?
2 real searches · 1 real-search pass
SEC investor bulletin mutual funds ETFs fees expense ratios tax efficiency ETF retirement investingGoogle ↗
OBSERVED
FINRA retirement asset allocation age 65 sequence of returns risk diversification low cost index fundsGoogle ↗
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
SEC investor bulletin mutual funds ETFs fees expense ratios tax efficiency ETF retirement investing Google ↗
FINRA retirement asset allocation age 65 sequence of returns risk diversification low cost index funds Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
SEC investor bulletin mutual funds ETFs fees expense ratios tax efficiency ETF retirement investing
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
FINRA retirement asset allocation age 65 sequence of returns risk diversification low cost index funds
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1