Real ChatGPT answer · index seedRV2FzeqpjA8completeFinance and banking · investing and brokeragesinformational
I just got my first tech job and want to know if robo advisors like Betterment are worth it for long term wealth building.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I just got my first tech job and want to know if robo advisors like Betterment are worth it for long term wealth building.
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
Betterment pricing annual advisory fee 0.25% official 2026 Google ↗
SEC investor.gov robo advisers fees diversification long term investing index funds Google ↗
- Betterment Fee Disclosure · betterment.com
- What are Betterment’s fees? · betterment.com
- Investor Bulletin: Robo-Advisers · investor.gov
- What do Online Shoppers and Investors Who Use Robo-Advisers Have in Common? · investor.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Betterment pricing annual advisory fee 0.25% official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
SEC investor.gov robo advisers fees diversification long term investing index funds OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |