Real ChatGPT answer · index seedreJ3exUbtD8completeFinance and banking · investing and brokeragescomparison
Is Vanguard or Fidelity better for setting up low cost mutual fund options for our family portfolio?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Vanguard or Fidelity better for setting up low cost mutual fund options for our family portfolio?
3 real searches · 1 real-search pass
Vanguard Fidelity mutual fund expense ratios account fees minimum investment official 2026Google ↗
OBSERVEDShort fact
Fidelity ZERO index mutual funds expense ratios official Fidelity FZROX FZILX FXNAXGoogle ↗
OBSERVEDOther / navigational
Vanguard mutual funds index expense ratios VTSAX VTIAX VBTLX minimum officialGoogle ↗
OBSERVEDShort fact
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 Fidelity mutual fund expense ratios account fees minimum investment official 2026 Google ↗
Fidelity ZERO index mutual funds expense ratios official Fidelity FZROX FZILX FXNAX Google ↗
Vanguard mutual funds index expense ratios VTSAX VTIAX VBTLX minimum official Google ↗
- Vanguard fees · investor.vanguard.com
- Fidelity index funds · fidelity.com
- Fidelity vs. Vanguard: 2026 Comparison · nerdwallet.com
- No minimum investment mutual funds · fidelity.com
- Vanguard Mutual Funds List · investor.vanguard.com
- VTSAX - Vanguard Morningstar Total Stock Market Index Fund Admiral Shares · advisors.vanguard.com
- Best Fidelity Index Funds and ETFs: Compare 11 Portfolio Roles · mezzi.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Vanguard Fidelity mutual fund expense ratios account fees minimum investment official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Fidelity ZERO index mutual funds expense ratios official Fidelity FZROX FZILX FXNAX OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Vanguard mutual funds index expense ratios VTSAX VTIAX VBTLX minimum official OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |