Real ChatGPT answer · index seedxs3htSeG7aQcompleteFinance and banking · investing and brokeragescommercial
Can you tell me if Vanguard or Fidelity is better for a complete beginner who wants to buy index funds today with a lump sum?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you tell me if Vanguard or Fidelity is better for a complete beginner who wants to buy index funds today with a lump sum?
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). 1 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 vs Vanguard brokerage accounts 2026 fees minimums fractional shares index funds official Google ↗
Fidelity ZERO index funds expense ratios minimum investment official Vanguard index mutual fund minimum investment ETF fractional shares official Google ↗
- Open an Account | Everything from investing and trading accounts to IRAs · fidelity.com
- Fractional Shares | Invest in Stock Slices · fidelity.com
- Investment accounts & plans for all investment goals · investor.vanguard.com
- Vanguard mutual fund fees and minimums · investor.vanguard.com
- Straightforward and Transparent Pricing · fidelity.com
- Best Brokers for Beginners: Top Picks for 2026 · nerdwallet.com
- Vanguard vs. Fidelity: Which Should You Choose? · investopedia.com
- No minimum investment mutual funds · fidelity.com
- FSKAX - Fidelity ® Total Market Index Fund · fundresearch.fidelity.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Fidelity vs Vanguard brokerage accounts 2026 fees minimums fractional shares index funds official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Fidelity ZERO index funds expense ratios minimum investment official Vanguard index mutual fund minimum investment ETF fractional shares official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |