Real ChatGPT answer · index seedZyGF5xdfBGYcompleteParenting and family · family financesinformational

Can you compare the historical returns and current risk levels of Vanguard S and P 500 index funds versus popular family-focused robo-advisors?

ChatGPTgpt-65 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the historical returns and current risk levels of Vanguard S and P 500 index funds versus popular family-focused robo-advisors?
5 real searches · 1 real-search pass
Vanguard VOO VFIAX historical annualized returns expense ratio official 2025 2026Google ↗
OBSERVEDReason
Betterment fees portfolio allocation risk official pricing 2026Google ↗
OBSERVEDReason
Wealthfront advisory fee portfolio risk investment options official 2026Google ↗
OBSERVEDComparison
Schwab Intelligent Portfolios fees cash allocation official 2026Google ↗
OBSERVEDReason
Fidelity Go fees minimum portfolio allocation official 2026Google ↗
OBSERVEDOther / navigational

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 (5)
Short factOther / navigational20%Comparison20%ConsequenceReason60%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 5 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT5 real searches · gpt-6
Vanguard VOO VFIAX historical annualized returns expense ratio official 2025 2026 Google ↗
Betterment fees portfolio allocation risk official pricing 2026 Google ↗
Wealthfront advisory fee portfolio risk investment options official 2026 Google ↗
Schwab Intelligent Portfolios fees cash allocation official 2026 Google ↗
Fidelity Go fees minimum portfolio allocation official 2026 Google ↗
  1. Vanguard Mutual Funds List · advisors.vanguard.com
  2. Vanguard Mutual Funds List · advisors.vanguard.com
  3. Vanguard® Vanguard S&P 500 ETF · institutional.vanguard.com
  4. What are Betterment’s fees? · betterment.com
  5. Wealthfront Fees · wealthfront.com
  6. Fidelity Go | Robo Advisor FAQs · fidelity.com
  7. Automated Investing | Schwab Intelligent Portfolios · schwab.com
  8. Betterment website · betterment.com
  9. Serious investing made seriously easy · wealthfront.com
  10. Wealthfront website · wealthfront.com
  11. Schwab Intelligent Portfolios® · schwab.com
  12. Fidelity Go website · fidelity.com
  13. Schwab Intelligent Portfolios® historical performance · content.schwab.com

Queries

5 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Vanguard VOO VFIAX historical annualized returns expense ratio official 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Betterment fees portfolio allocation risk official pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Wealthfront advisory fee portfolio risk investment options official 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Schwab Intelligent Portfolios fees cash allocation official 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Fidelity Go fees minimum portfolio allocation official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1