Real ChatGPT answer · index seed1fvVO18FXwwcompleteFinance and banking · investing and brokerageslocal
How much do robo-advisors typically cost per year on a ten thousand dollar portfolio compared to managing it myself?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much do robo-advisors typically cost per year on a ten thousand dollar portfolio compared to managing it myself?
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
robo advisor annual advisory fee 0.25% minimum account fee 2026 Betterment Wealthfront Fidelity Go fees official Google ↗
DIY investing costs ETF expense ratios brokerage commissions account fees 2026 official Google ↗
- What are Betterment’s fees? · betterment.com
- Wealthfront Fees · wealthfront.com
- Fidelity Go | Robo Advisor FAQs · fidelity.com
- Schwab Intelligent Portfolios Compare Us · schwab.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
robo advisor annual advisory fee 0.25% minimum account fee 2026 Betterment Wealthfront Fidelity Go fees official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
DIY investing costs ETF expense ratios brokerage commissions account fees 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |