Real ChatGPT answer · index seedECw1z0GhyzIcompleteFinance and banking · investing and brokeragescomparison

Are low cost mutual fund options at Vanguard superior to those found on SoFi Invest for long term household wealth?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are low cost mutual fund options at Vanguard superior to those found on SoFi Invest for long term household wealth?
2 real searches · 1 real-search pass
Vanguard mutual fund expense ratios account fees minimum investments index funds official 2026Google ↗
OBSERVED
SoFi Invest mutual funds available expense ratios fees official 2026Google ↗
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
Vanguard mutual fund expense ratios account fees minimum investments index funds official 2026 Google ↗
SoFi Invest mutual funds available expense ratios fees official 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Vanguard mutual fund expense ratios account fees minimum investments index funds official 2026
OBSERVED
Google ↗
AI Mode ↗
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of 1
SoFi Invest mutual funds available expense ratios fees official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1