Real ChatGPT answer · index seed9vgyMW6QnrMcompleteFinance and banking · retirement accountshowto

How does the SoFi automated retirement planner decide my risk tolerance when I set up a joint account for me and my husband?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does the SoFi automated retirement planner decide my risk tolerance when I set up a joint account for me and my husband?
2 real searches · 1 real-search pass
SoFi automated investing joint account risk tolerance questionnaire how determined joint accountGoogle ↗
OBSERVEDReason
SoFi robo advisor joint account risk profile questionnaire account holders risk toleranceGoogle ↗
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 / navigationalComparisonConsequenceReason100%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

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
SoFi automated investing joint account risk tolerance questionnaire how determined joint account
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
SoFi robo advisor joint account risk profile questionnaire account holders risk tolerance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1