Real ChatGPT answer · index seedbOqQ4kvDwIccompleteFinance and banking · investing and brokeragescomparison
Is Acorns round up feature actually worth using compared to just manually investing spare cash into a Vanguard index fund every week?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Acorns round up feature actually worth using compared to just manually investing spare cash into a Vanguard index fund every week?
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
Acorns pricing monthly subscription fees 2026 Personal Bronze Silver Gold plans Google ↗
Vanguard VOO VTI expense ratio 2026 official Google ↗
Acorns round ups how round ups work minimum $5 official Google ↗
- Is Acorns Worth It? Plans, Pricing & Who It’s For · acorns.com
- Form CRS · acorns.com
- VTI · advisors.vanguard.com
- Round-Ups® · acorns.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Acorns pricing monthly subscription fees 2026 Personal Bronze Silver Gold plans OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Vanguard VOO VTI expense ratio 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Acorns round ups how round ups work minimum $5 official OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |