Real ChatGPT answer · index seedFsOQ2LJBDNAcompleteFinance and banking · retirement accountscomparison
I am retired and trying to decide between Vanguard index fund selection and Betterment automated investing costs for my remaining taxable savings.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am retired and trying to decide between Vanguard index fund selection and Betterment automated investing costs for my remaining taxable savings.
3 real searches · 1 real-search pass
Vanguard Digital Advisor fees Betterment annual fee taxable investing tax loss harvesting 2026Google ↗
OBSERVED
Vanguard brokerage index fund expense ratios ETF mutual fund fees official 2026 taxable accountGoogle ↗
OBSERVED
Betterment pricing annual advisory fee taxable investing tax loss harvesting official 2026Google ↗
OBSERVED
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
Vanguard Digital Advisor fees Betterment annual fee taxable investing tax loss harvesting 2026 Google ↗
Vanguard brokerage index fund expense ratios ETF mutual fund fees official 2026 taxable account Google ↗
Betterment pricing annual advisory fee taxable investing tax loss harvesting official 2026 Google ↗
- Vanguard ETF fees & minimums · investor.vanguard.com
- Vanguard Investment Products List · investor.vanguard.com
- Betterment's Pricing · betterment.com
- What are Betterment’s fees? · betterment.com
- Disclosure for Betterment's Tax Loss Harvesting+ · betterment.com
- Vanguard ETFs List · investor.vanguard.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Vanguard Digital Advisor fees Betterment annual fee taxable investing tax loss harvesting 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Vanguard brokerage index fund expense ratios ETF mutual fund fees official 2026 taxable account OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Betterment pricing annual advisory fee taxable investing tax loss harvesting official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |