Real ChatGPT answer · index seedlfGMO7ntGPccompleteFinance and banking · retirement accountscommercial
I am totally new to investing and want to know if Betterment automated investing costs are worth it for a small retirement fund.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am totally new to investing and want to know if Betterment automated investing costs are worth it for a small retirement fund.
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 fees $4 monthly 0.25% digital investing official 2026 Google ↗
Betterment IRA account fees investment expense ratios official pricing Google ↗
- What are Betterment’s fees? · betterment.com
- Betterment's Pricing · betterment.com
- How does Betterment calculate management fees? · betterment.com
- Best Automated Investing Apps in 2026 · lendingtree.com
- Explore Fidelity Go · fidelity.com
- Explore Vanguard · investor.vanguard.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Betterment pricing fees $4 monthly 0.25% digital investing official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Betterment IRA account fees investment expense ratios official pricing OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |