Real ChatGPT answer · index seedxxdRGVWP4aAcompleteFinance and banking · investing and brokeragescomparison

Looking at my retirement nest egg, is it smarter for me to stick with Vanguard index funds or move some money into Coinbase Pro given their current fee schedule?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking at my retirement nest egg, is it smarter for me to stick with Vanguard index funds or move some money into Coinbase Pro given their current fee schedule?
2 real searches · 1 real-search pass
Coinbase Advanced Trade fee schedule maker taker fees 2026 official CoinbaseGoogle ↗
OBSERVEDConsequence
Vanguard index fund expense ratios official 2026 VTSAX VTI VOOGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / 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
Coinbase Advanced Trade fee schedule maker taker fees 2026 official Coinbase Google ↗
Vanguard index fund expense ratios official 2026 VTSAX VTI VOO Google ↗
  1. Coinbase Advanced fees · help.coinbase.com
  2. VTSAX - Vanguard Morningstar Total Stock Market Index Fund Admiral Shares · advisors.vanguard.com
  3. VTI · advisors.vanguard.com
  4. VOO · advisors.vanguard.com
  5. We’re lowering fees for many active traders on Coinbase Advanced · coinbase.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Coinbase Advanced Trade fee schedule maker taker fees 2026 official Coinbase
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Vanguard index fund expense ratios official 2026 VTSAX VTI VOO
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1