Real ChatGPT answer · index seedkhL8jo7OQYMcompleteFinance and banking · investing and brokeragescomparison
Compare the hidden fees of Vanguard mutual funds versus Fidelity index funds for a household investment account.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the hidden fees of Vanguard mutual funds versus Fidelity index funds for a household investment account.
3 real searches · 1 real-search pass
Vanguard mutual fund fees account service fee transaction fee mutual funds official 2026 Fidelity index funds fees account fees transaction fee officialGoogle ↗
OBSERVEDReason
Fidelity index mutual funds zero expense ratio funds limitations official expense ratios transaction feesGoogle ↗
OBSERVEDComparison
Vanguard mutual fund expense ratios ETF mutual fund fees purchase fees redemption fees officialGoogle ↗
OBSERVEDReason
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 fees account service fee transaction fee mutual funds official 2026 Fidelity index funds fees account fees transaction fee official Google ↗
Fidelity index mutual funds zero expense ratio funds limitations official expense ratios transaction fees Google ↗
Vanguard mutual fund expense ratios ETF mutual fund fees purchase fees redemption fees official Google ↗
- Vanguard mutual fund fees and minimums · investor.vanguard.com
- Investment fees & costs · investor.vanguard.com
- Trading Commissions and Margin Rates · fidelity.com
- Straightforward and Transparent Pricing · fidelity.com
- Vanguard Mutual Funds List · advisors.vanguard.com
- FZROX - Fidelity ZERO ® Total Market Index Fund · fundresearch.fidelity.com
- sec.gov · sec.gov
- Straightforward and Transparent Pricing · fidelity.com
- Understanding FundsNetwork Fees · fidelity.com
- Mutual Fund and ETF Fees and Expenses – Investor Bulletin · investor.gov
- Mutual Funds and Taxes · fidelity.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Vanguard mutual fund fees account service fee transaction fee mutual funds official 2026 Fidelity index funds fees account fees transaction fee official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Fidelity index mutual funds zero expense ratio funds limitations official expense ratios transaction fees OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Vanguard mutual fund expense ratios ETF mutual fund fees purchase fees redemption fees official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |