Real ChatGPT answer · index seedFViXMhsYDw0completeFinance and banking · investing and brokeragescomparison
Is Betterment automated portfolio performance beating the S and P 500 this year, and should I move my retirement money there by tonight?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Betterment automated portfolio performance beating the S and P 500 this year, and should I move my retirement money there by tonight?
3 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 (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
Betterment automated investing portfolio performance 2026 year to date official performance returns Google ↗
S&P 500 2026 year to date return October 31 2026 Google ↗
Betterment portfolio performance methodology fees benchmark official Google ↗
- S&P 500 Total Return · ycharts.com
- Betterment's Performance · betterment.com
- Historical Performance Calculations and Presentation Methodology · betterment.com
- Betterment Review 2026: A Top-Tier Robo-Advisor Worth Considering · nerdwallet.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Betterment automated investing portfolio performance 2026 year to date official performance returns OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
S&P 500 2026 year to date return October 31 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Betterment portfolio performance methodology fees benchmark official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |