Real ChatGPT answer · index seed4BClpkE4HzEcompleteFinance and banking · investing and brokeragescomparison

Which low cost mutual fund family is currently performing better for retirees, Vanguard or Fidelity

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which low cost mutual fund family is currently performing better for retirees, Vanguard or Fidelity
3 real searches · 1 real-search pass
Vanguard Fidelity low cost index mutual funds expense ratios target date retirement funds performance 2026 comparisonGoogle ↗
OBSERVEDComparison
Vanguard Target Retirement Income Fund VTINX performance expense ratio 2026 Fidelity Freedom Index Income Fund FIKFX performance expense ratioGoogle ↗
OBSERVEDReason
Vanguard Fidelity retirement income mutual fund family comparison index funds fees 2026Google ↗
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 (3)
Short factOther / navigationalComparison67%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
Vanguard Fidelity low cost index mutual funds expense ratios target date retirement funds performance 2026 comparison Google ↗
Vanguard Target Retirement Income Fund VTINX performance expense ratio 2026 Fidelity Freedom Index Income Fund FIKFX performance expense ratio Google ↗
Vanguard Fidelity retirement income mutual fund family comparison index funds fees 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Vanguard Fidelity low cost index mutual funds expense ratios target date retirement funds performance 2026 comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Vanguard Target Retirement Income Fund VTINX performance expense ratio 2026 Fidelity Freedom Index Income Fund FIKFX performance expense ratio
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Vanguard Fidelity retirement income mutual fund family comparison index funds fees 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1