Real ChatGPT answer · index seedlJlQQXsNeMYcompleteFinance and banking · investing and brokeragesbrand
Fidelity versus Vanguard index funds, which one actually makes more sense for a small business LLC looking to invest excess cash reserves this quarter?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Fidelity versus Vanguard index funds, which one actually makes more sense for a small business LLC looking to invest excess cash reserves this quarter?
6 real searches · 1 real-search pass
Fidelity business brokerage account LLC money market funds official 2026 fees account eligibilityGoogle ↗
OBSERVEDDefinition
Vanguard business brokerage account LLC official money market funds fees account eligibilityGoogle ↗
OBSERVEDYes / no
SEC investor.gov money market funds risks stock index funds short term cash reservesGoogle ↗
OBSERVEDConsequence
Fidelity business brokerage account LLC eligible business investing account official Vanguard business brokerage account LLC official 2026Google ↗
OBSERVEDComparison
Fidelity ZERO index funds expense ratios FXAIX FZROX official Vanguard VOO VTI expense ratios officialGoogle ↗
OBSERVEDOther / navigational
Fidelity SPAXX 7 day yield October 2026 Vanguard VMFXX 7 day SEC yield October 2026 officialGoogle ↗
OBSERVEDConsequence
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 (6)
Classes come from the query-classifier (a local Laya model). 5 of 6 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT6 real searches · gpt-6
Fidelity business brokerage account LLC money market funds official 2026 fees account eligibility Google ↗
Vanguard business brokerage account LLC official money market funds fees account eligibility Google ↗
SEC investor.gov money market funds risks stock index funds short term cash reserves Google ↗
Fidelity business brokerage account LLC eligible business investing account official Vanguard business brokerage account LLC official 2026 Google ↗
Fidelity ZERO index funds expense ratios FXAIX FZROX official Vanguard VOO VTI expense ratios official Google ↗
Fidelity SPAXX 7 day yield October 2026 Vanguard VMFXX 7 day SEC yield October 2026 official Google ↗
- Vanguard Investment Products List · investor.vanguard.com
- VMFXX · advisors.vanguard.com
- SPAXX vs VMFXX - October 2026 · yieldfinder.app
- SPAXX vs SWVXX vs VMFXX: which yields more? (September 2026) · sevendayyield.com
- No minimum investment mutual funds · fidelity.com
- Fidelity® Brokerage Business Account Certification · fidelity.com
- Entities 3 · irs.gov
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
6 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Fidelity business brokerage account LLC money market funds official 2026 fees account eligibility OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
Vanguard business brokerage account LLC official money market funds fees account eligibility OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
SEC investor.gov money market funds risks stock index funds short term cash reserves OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Fidelity business brokerage account LLC eligible business investing account official Vanguard business brokerage account LLC official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Fidelity ZERO index funds expense ratios FXAIX FZROX official Vanguard VOO VTI expense ratios official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Fidelity SPAXX 7 day yield October 2026 Vanguard VMFXX 7 day SEC yield October 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |