Real ChatGPT answer · index seedWCnDy2cRdDscompleteFinance and banking · retirement accountsinformational
Which Vanguard index funds offer the lowest expense ratios for a household taxable brokerage and retirement crossover strategy?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which Vanguard index funds offer the lowest expense ratios for a household taxable brokerage and retirement crossover strategy?
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
Vanguard index funds expense ratios VTSAX VTI VOO VXUS VTIAX VBTLX 2026 official Vanguard Google ↗
Vanguard tax efficient asset location taxable brokerage retirement accounts index funds official tax center Google ↗
- VTI · advisors.vanguard.com
- VOO · advisors.vanguard.com
- VTSAX - Vanguard Morningstar Total Stock Market Index Fund Admiral Shares · advisors.vanguard.com
- Vanguard Mutual Funds List · investor.vanguard.com
- VTIAX - Vanguard Total International Stock Index Fund Admiral Shares · advisors.vanguard.com
- 7 Popular Vanguard Index Funds for 2026: VFIAX, VTSAX and more · nerdwallet.com
- Vanguard ETFs List · investor.vanguard.com
- Vanguard ETFs List · investor.vanguard.com
- Vanguard Investment Products List · investor.vanguard.com
- Vanguard ETFs List · investor.vanguard.com
- How asset location can boost after-tax returns · corporate.vanguard.com
- Greater tax efficiency through equity asset location · corporate.vanguard.com
- Effective tax-saving strategies for investors · investor.vanguard.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Vanguard index funds expense ratios VTSAX VTI VOO VXUS VTIAX VBTLX 2026 official Vanguard OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Vanguard tax efficient asset location taxable brokerage retirement accounts index funds official tax center OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |