Which is better for someone who knows nothing about stocks, opening an account with Vanguard or just using Fidelity
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which is better for someone who knows nothing about stocks, opening an account with Vanguard or just using Fidelity
2 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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Fidelity brokerage account beginner features fractional shares $0 online US stock ETF trades official 2026 Google ↗
Vanguard brokerage account fees fractional shares ETFs mutual funds official 2026 Google ↗
- Fidelity accounts · fidelity.com
- Vanguard fees · investor.vanguard.com
- Fidelity vs. Vanguard: 2026 Comparison · nerdwallet.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Fidelity brokerage account beginner features fractional shares $0 online US stock ETF trades official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Vanguard brokerage account fees fractional shares ETFs mutual funds official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |