Real ChatGPT answer · index seedxpkPlGF8xpUcompleteFinance and banking · retirement accountscomparison
Compare the SoFi automated investing retirement portfolio risk levels against a standard three fund Vanguard portfolio for someone retiring in five years.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the SoFi automated investing retirement portfolio risk levels against a standard three fund Vanguard portfolio for someone retiring in five years.
3 real searches · 1 real-search pass
SoFi automated investing portfolio risk levels allocation 2026 retirement portfolioGoogle ↗
OBSERVEDReason
SoFi automated investing retirement portfolio risk levels allocation conservative moderate aggressive stocks bonds officialGoogle ↗
OBSERVEDReason
Vanguard three-fund portfolio asset allocation retirement five years stock bond risk 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
SoFi automated investing portfolio risk levels allocation 2026 retirement portfolio Google ↗
SoFi automated investing retirement portfolio risk levels allocation conservative moderate aggressive stocks bonds official Google ↗
Vanguard three-fund portfolio asset allocation retirement five years stock bond risk official Google ↗
- d32ijn7u0aqfv4.cloudfront.net · d32ijn7u0aqfv4.cloudfront.net
- SoFi Wealth CRS 24.11.12 (final w. Exhibit A) · reports.adviserinfo.sec.gov
- Retirement Funds - How to Invest for Retirement · investor.vanguard.com
- Vanguard · personal.vanguard.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
SoFi automated investing portfolio risk levels allocation 2026 retirement portfolio OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
SoFi automated investing retirement portfolio risk levels allocation conservative moderate aggressive stocks bonds official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Vanguard three-fund portfolio asset allocation retirement five years stock bond risk official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |