Real ChatGPT answer · index seedjF9s0H7HF0kcompleteFinance and banking · investing and brokeragesbrand
My husband and I are comparing Fidelity versus Vanguard for index funds that track the total stock market which one is more user friendly for beginners
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My husband and I are comparing Fidelity versus Vanguard for index funds that track the total stock market which one is more user friendly for beginners
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). 2 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
Fidelity FSKAX expense ratio minimum investment official 2026 Google ↗
Vanguard VTSAX expense ratio minimum investment official 2026 Google ↗
Fidelity vs Vanguard brokerage app ease of use beginner index funds comparison Google ↗
- Fidelity vs. Vanguard: 2026 Comparison · nerdwallet.com
- Fidelity vs. Vanguard: 2026 Comparison · nerdwallet.com
- Vanguard vs. Fidelity · smartasset.com
- No minimum investment mutual funds · fidelity.com
- Vanguard mutual fund fees and minimums · investor.vanguard.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Fidelity FSKAX expense ratio minimum investment official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Vanguard VTSAX expense ratio minimum investment official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Fidelity vs Vanguard brokerage app ease of use beginner index funds comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |