Real ChatGPT answer · index seedfF48zsMW1EscompleteFinance and banking · investing and brokeragescomparison
Can you compare Vanguard mutual fund expense ratios with Charles Schwab index funds so I can figure out which one is cheaper for my retirement account before the market closes?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare Vanguard mutual fund expense ratios with Charles Schwab index funds so I can figure out which one is cheaper for my retirement account before the market closes?
3 real searches · 1 real-search pass
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Vanguard mutual fund index expense ratios VTSAX VFIAX VTIAX official 2026 expense ratio Google ↗
Charles Schwab index mutual fund expense ratios SWTSX SWPPX SWISX official 2026 Google ↗
NYSE market holidays 2026 October 31 Saturday market hours official Google ↗
- Vanguard Mutual Funds List · investor.vanguard.com
- SWTSX | Schwab Total Stock Market Index Fund® · schwabassetmanagement.com
- Schwab Index Funds · schwab.com
- FundFactSheet_Base · factsheet.securewebdelivery.com
- Mutual Fund Fees, Costs & Expense Ratios · schwab.com
- Holidays & Trading Hours · nyse.com
- Are US Markets Open Today? Saturday, October 31, 2026 · isthemarketopen.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Vanguard mutual fund index expense ratios VTSAX VFIAX VTIAX official 2026 expense ratio OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Charles Schwab index mutual fund expense ratios SWTSX SWPPX SWISX official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NYSE market holidays 2026 October 31 Saturday market hours official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |