Real ChatGPT answer · index seedyefV90jwoyccompleteFinance and banking · retirement accountsinformational
Edward Jones is charging us what seems like a high advisory fee for managing our retirement accounts, so are there better low cost alternatives for parents who want hands off investing?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Edward Jones is charging us what seems like a high advisory fee for managing our retirement accounts, so are there better low cost alternatives for parents who want hands off investing?
3 real searches · 1 real-search pass
2026 low cost hands off retirement investing robo advisor fees Vanguard Digital Advisor Fidelity Go Schwab Intelligent Portfolios BettermentGoogle ↗
OBSERVEDComparison
Edward Jones advisory solutions fee schedule advisory fee 2026 wrap feeGoogle ↗
OBSERVEDReason
Vanguard target retirement funds expense ratios 2026 Fidelity Freedom Index target date expense ratioGoogle ↗
OBSERVEDConsequence
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
2026 low cost hands off retirement investing robo advisor fees Vanguard Digital Advisor Fidelity Go Schwab Intelligent Portfolios Betterment Google ↗
Edward Jones advisory solutions fee schedule advisory fee 2026 wrap fee Google ↗
Vanguard target retirement funds expense ratios 2026 Fidelity Freedom Index target date expense ratio Google ↗
- Robo-Advisor Fees Compared 2026: Betterment, Vanguard, Schwab · purebenchmarks.com
- Compare Robo-Advisors: Fees, Minimums & Features · ufire.ai
- Schwab Intelligent Portfolios Compare Us · schwab.com
- Vanguard Digital Advisor website · investor.vanguard.com
- Best Robo-Advisors: Top Picks for for Automated Investing 2026 · nerdwallet.com
- Fidelity Go website · fidelity.com
- Schwab Intelligent Portfolios website · schwab.com
- Betterment website · betterment.com
- 3 Low-Cost Target-Date Funds for 2026 · nerdwallet.com
- 5 Low-Cost Target-Date Funds for 2026 · nerdwallet.com
- Financial Advisor Costs & Fees · edwardjones.com
- Advisory Solutions Fees · edwardjones.com
- Investment advisory disclosures · edwardjones.com
- Edward Jones Advisory Solutions® Fund Models Brochure · edwardjones.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 low cost hands off retirement investing robo advisor fees Vanguard Digital Advisor Fidelity Go Schwab Intelligent Portfolios Betterment OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Edward Jones advisory solutions fee schedule advisory fee 2026 wrap fee OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Vanguard target retirement funds expense ratios 2026 Fidelity Freedom Index target date expense ratio OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |