What do financial advisors recommend as the best Vanguard index fund investing portfolio for a family whose primary earner runs a volatile service business?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do financial advisors recommend as the best Vanguard index fund investing portfolio for a family whose primary earner runs a volatile service business?
3 real searches · 1 real-search pass
Vanguard three fund portfolio asset allocation total stock market international bond index funds officialGoogle ↗
OBSERVEDOther / navigational
financial planning variable income self employed emergency fund cash reserves business owner retirement investing CFP guidanceGoogle ↗
OBSERVEDReason
Vanguard target retirement funds expense ratios VTI VXUS BND officialGoogle ↗
OBSERVEDComparison
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 three fund portfolio asset allocation total stock market international bond index funds official Google ↗
financial planning variable income self employed emergency fund cash reserves business owner retirement investing CFP guidance Google ↗
Vanguard target retirement funds expense ratios VTI VXUS BND official Google ↗
- Three-fund portfolio · bogleheads.org
- Portfolio diversification: What it is and how it works · investor.vanguard.com
- How should I choose investments? · ownyourfuture.vanguard.com
- An essential guide to building an emergency fund · consumerfinance.gov
- Financial Planning 101 - The Importance of Cash Reserves - Lance R Hoenig · ameripriseadvisors.com
- VTI · advisors.vanguard.com
- VXUS · advisors.vanguard.com
- Vanguard ETFs List · investor.vanguard.com
- complete investment fund lineup · investor.vanguard.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Vanguard three fund portfolio asset allocation total stock market international bond index funds official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
financial planning variable income self employed emergency fund cash reserves business owner retirement investing CFP guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Vanguard target retirement funds expense ratios VTI VXUS BND official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |