Real ChatGPT answer · index seedKth31C9b88QcompleteFinance and banking · investing and brokeragesinformational
I am a senior in college trying to figure out if Betterment automated portfolio performance justifies their management fee when compared to just picking a target date fund.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am a senior in college trying to figure out if Betterment automated portfolio performance justifies their management fee when compared to just picking a target date fund.
4 real searches · 1 real-search pass
Betterment pricing annual advisory fee 0.25% digital plan ETF expense ratios official 2026Google ↗
OBSERVED
Vanguard Target Retirement index funds expense ratios 2026 officialGoogle ↗
OBSERVED
Fidelity Freedom Index target date funds expense ratios 2026 officialGoogle ↗
OBSERVED
SEC investor bulletin robo advisers fees tax loss harvesting target date funds feesGoogle ↗
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 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
Betterment pricing annual advisory fee 0.25% digital plan ETF expense ratios official 2026 Google ↗
Vanguard Target Retirement index funds expense ratios 2026 official Google ↗
Fidelity Freedom Index target date funds expense ratios 2026 official Google ↗
SEC investor bulletin robo advisers fees tax loss harvesting target date funds fees Google ↗
- What are Betterment’s fees? · betterment.com
- Betterment Fee Disclosure · betterment.com
- Investor Bulletin: Robo-Advisers · investor.gov
- Subscription-based Advisory Fees: Investor Bulletin · investor.gov
- Target Date Funds – Investor Bulletin · investor.gov
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Betterment pricing annual advisory fee 0.25% digital plan ETF expense ratios official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Vanguard Target Retirement index funds expense ratios 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Fidelity Freedom Index target date funds expense ratios 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
SEC investor bulletin robo advisers fees tax loss harvesting target date funds fees OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |