Real ChatGPT answer · index seedw3rBAZcPCsMcompleteFinance and banking · investing and brokeragescomparison
Is Vanguard Digital Advisor actually worth the advisory fee compared to just buying their target date funds yourself to save on management costs?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Vanguard Digital Advisor actually worth the advisory fee compared to just buying their target date funds yourself to save on management costs?
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 Digital Advisor advisory fee annual gross advisory fee net advisory fee 2026 official Google ↗
Vanguard Target Retirement Funds expense ratios 2026 official Vanguard Google ↗
- FAQ · ownyourfuture.vanguard.com
- How personalized advice from Vanguard compares with target-date investments · ownyourfuture.vanguard.com
- Welcome · digital-advisor.vanguard.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Vanguard Digital Advisor advisory fee annual gross advisory fee net advisory fee 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Vanguard Target Retirement Funds expense ratios 2026 official Vanguard OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |