Can you help me figure out which Vanguard index funds are best for a couple in their forties with two kids planning to retire in twenty years.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you help me figure out which Vanguard index funds are best for a couple in their forties with two kids planning to retire in twenty years.
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 VTSAX VTIAX VBTLX expense ratios official Vanguard 2026 Google ↗
Vanguard Target Retirement 2045 2050 fund allocation expense ratio official Vanguard Google ↗
- VTIVX · advisors.vanguard.com
- Vanguard Target Retirement Funds · investor.vanguard.com
- VFIFX · advisors.vanguard.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Vanguard index funds VTSAX VTIAX VBTLX expense ratios official Vanguard 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Vanguard Target Retirement 2045 2050 fund allocation expense ratio official Vanguard OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |