Real ChatGPT answer · index seedhyGasAH1GDkcompleteFinance and banking · retirement accountscomparison
Is Betterment for Business better than Vanguard for a five person company wanting automated investing without massive management fees?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Betterment for Business better than Vanguard for a five person company wanting automated investing without massive management fees?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
Betterment at Work small business 401(k) pricing fees 5 employees Vanguard small business 401k fees 2026 Google ↗
Vanguard small business retirement plans 401k pricing recordkeeping fees small business 2026 Google ↗
- Service fees · workplace.vanguard.com
- Small and midsize plan recordkeeping · workplace.vanguard.com
- Compare Small Business Retirement Plans with Vanguard · ascensus.com
- Vanguard SIMPLE IRA Retirement Plan · cloudflaretest.ascensus.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Betterment at Work small business 401(k) pricing fees 5 employees Vanguard small business 401k fees 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Vanguard small business retirement plans 401k pricing recordkeeping fees small business 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |