Compare the cost savings of moving my old employer 401k into a Charles Schwab IRA versus a robo advisor like Betterment
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the cost savings of moving my old employer 401k into a Charles Schwab IRA versus a robo advisor like Betterment
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
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Charles Schwab self-directed IRA fees commissions ETFs expense ratios official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Betterment pricing IRA annual advisory fee 0.25% official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Betterment IRA rollover fees expense ratios official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |