Real ChatGPT answer · index seedJfVef4SV1rEcompleteFinance and banking · retirement accountsbrand

How does the Charles Schwab intelligent portfolios product compare to Vanguard digital advisor in terms of total cost and performance?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How does the Charles Schwab intelligent portfolios product compare to Vanguard digital advisor in terms of total cost and performance?
2 real searches · 1 real-search pass
Charles Schwab Intelligent Portfolios advisory fee cash allocation expense ratios performance official 2026Google ↗
OBSERVED
Vanguard Digital Advisor annual net advisory fee underlying fund expense ratios performance 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
Charles Schwab Intelligent Portfolios advisory fee cash allocation expense ratios performance official 2026 Google ↗
Vanguard Digital Advisor annual net advisory fee underlying fund expense ratios performance official 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Charles Schwab Intelligent Portfolios advisory fee cash allocation expense ratios performance official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Vanguard Digital Advisor annual net advisory fee underlying fund expense ratios performance official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1