Real ChatGPT answer · index seed5FePPzerexMcompleteFinance and banking · retirement accountscomparison
Are the mutual fund transaction fees at Merrill Edge lower than Vanguard for a retiree making frequent portfolio adjustments?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are the mutual fund transaction fees at Merrill Edge lower than Vanguard for a retiree making frequent portfolio adjustments?
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
Merrill Edge mutual fund transaction fees transaction fee funds commission schedule 2026 Google ↗
Vanguard mutual fund transaction fees purchase redemption fees 2026 fee schedule Google ↗
- Merrill Pricing: Brokerage Fees & Trading Commissions · merrilledge.com
- Mutual Funds: Investing in Mutual Funds Online with Merrill · merrilledge.com
- Investment fees & costs · investor.vanguard.com
- Vanguard mutual fund fees and minimums · investor.vanguard.com
- Can You Buy VTI, VOO & VTSAX on Merrill Edge? (2026) · brokerage-reviews.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Merrill Edge mutual fund transaction fees transaction fee funds commission schedule 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Vanguard mutual fund transaction fees purchase redemption fees 2026 fee schedule OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |