Real ChatGPT answer · index seedAf09FxxWLCQcompleteFinance and banking · investing and brokeragescomparison

comparing SoFi automated investing and Marcus invest to see which savings and investment combo yields the lowest overall fee structure

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
comparing SoFi automated investing and Marcus invest to see which savings and investment combo yields the lowest overall fee structure
2 real searches · 1 real-search pass
SoFi Automated Investing fees advisory fee expense ratios current 2026 SoFi savings APY requirements feesGoogle ↗
OBSERVEDReason
Marcus Invest status discontinued transferred Betterment accounts fees Marcus savings APY current 2026Google ↗
OBSERVEDShort fact

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 fact50%Other / navigationalComparisonConsequenceReason50%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
SoFi Automated Investing fees advisory fee expense ratios current 2026 SoFi savings APY requirements fees Google ↗
Marcus Invest status discontinued transferred Betterment accounts fees Marcus savings APY current 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
SoFi Automated Investing fees advisory fee expense ratios current 2026 SoFi savings APY requirements fees
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Marcus Invest status discontinued transferred Betterment accounts fees Marcus savings APY current 2026
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1