Real ChatGPT answer · index seedlstWHsThDfccompleteFinance and banking · retirement accountshowto

I am comparing Vanguard target date funds and individual index funds for my new Roth IRA and need a quick recommendation for my age.

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I am comparing Vanguard target date funds and individual index funds for my new Roth IRA and need a quick recommendation for my age.
1 real search · 1 real-search pass
Vanguard Target Retirement Funds expense ratios 2026 official Vanguard Roth IRA index funds expense ratiosGoogle ↗
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 Funds expense ratios 2026 official Vanguard Roth IRA index funds expense ratios Google ↗
  1. Vanguard Target Retirement Funds · investor.vanguard.com
  2. Vanguard mutual fund fees and minimums · investor.vanguard.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Vanguard Target Retirement Funds expense ratios 2026 official Vanguard Roth IRA index funds expense ratios
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1