Real ChatGPT answer · index seedN2rDnQnEwBgcompleteFinance and banking · budgeting and savingcomparison

Comparing the Schwab Intelligent Portfolios versus Vanguard Digital Advisor for a dual-income family wanting hands-off investing.

ChatGPTgpt-61 query10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Comparing the Schwab Intelligent Portfolios versus Vanguard Digital Advisor for a dual-income family wanting hands-off investing.
1 real search · 1 real-search pass
2026 Schwab Intelligent Portfolios advisory fee minimum cash allocation official Vanguard Digital Advisor fee minimum cash allocation officialGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
2026 Schwab Intelligent Portfolios advisory fee minimum cash allocation official Vanguard Digital Advisor fee minimum cash allocation official Google ↗
  1. Automated Investing | Schwab Intelligent Portfolios · schwab.com
  2. Vanguard Investment Advice Services · investor.vanguard.com
  3. FAQ · ownyourfuture.vanguard.com
  4. Robo-Advisor - Automated Investing Services · investor.vanguard.com
  5. Pricing | Account Fees · schwab.com
  6. About Schwab Intelligent Portfolios · schwab.com
  7. Vanguard Investment Advice Services · investor.vanguard.com
  8. vanguard-digital-advice-brochure.pdf · personal1.vanguard.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Schwab Intelligent Portfolios advisory fee minimum cash allocation official Vanguard Digital Advisor fee minimum cash allocation official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1