Real ChatGPT answer · index seeduvzXc1ExeRYcompleteParenting and family · family financescommercial

What are the top-performing Vanguard index funds for a retirement portfolio managed by a sole proprietor?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the top-performing Vanguard index funds for a retirement portfolio managed by a sole proprietor?
2 real searches · 1 real-search pass
Vanguard index funds best long term performance expense ratios VOO VTI VXUS BND VIG 2026Google ↗
OBSERVEDComparison
Vanguard self employed retirement plans solo 401k SEP IRA investment options index fundsGoogle ↗
OBSERVEDComparison

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)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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
Vanguard index funds best long term performance expense ratios VOO VTI VXUS BND VIG 2026 Google ↗
Vanguard self employed retirement plans solo 401k SEP IRA investment options index funds Google ↗
  1. Vanguard ETFs List · investor.vanguard.com
  2. VTI · advisors.vanguard.com
  3. VOO · advisors.vanguard.com
  4. Vanguard Investment Products List · investor.vanguard.com
  5. Vanguard Investment Products List · investor.vanguard.com
  6. SEP-IRA - Simplified Employee Pension Plan · investor.vanguard.com
  7. How to save for retirement without a 401(k) · investor.vanguard.com
  8. Retirement plans for self-employed people · irs.gov
  9. SEP-IRA - Simplified Employee Pension Plan · investor.vanguard.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Vanguard index funds best long term performance expense ratios VOO VTI VXUS BND VIG 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Vanguard self employed retirement plans solo 401k SEP IRA investment options index funds
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1