Real ChatGPT answer · index seedzDHUNfqwSogcompleteFinance and banking · retirement accountscomparison

How long does the Fidelity rollover process take for an old employer 401k when I do it by mail versus online, and is Vanguard faster?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How long does the Fidelity rollover process take for an old employer 401k when I do it by mail versus online, and is Vanguard faster?
3 real searches · 1 real-search pass
Fidelity 401k rollover distribution processing time online mail check rollover IRA officialGoogle ↗
OBSERVEDReason
Vanguard rollover 401k processing time transfer check mail officialGoogle ↗
OBSERVEDConsequence
Fidelity NetBenefits rollover old employer 401k how long distribution check processingGoogle ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence67%Reason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
Fidelity 401k rollover distribution processing time online mail check rollover IRA official Google ↗
Vanguard rollover 401k processing time transfer check mail official Google ↗
Fidelity NetBenefits rollover old employer 401k how long distribution check processing Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Fidelity 401k rollover distribution processing time online mail check rollover IRA official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Vanguard rollover 401k processing time transfer check mail official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Fidelity NetBenefits rollover old employer 401k how long distribution check processing
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1