Real ChatGPT answer · index seedo19nndOnT4ccompleteParenting and family · family financescommercial

How does rolling over old retirement accounts from my previous corporate job into Vanguard affect my current family savings strategy?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does rolling over old retirement accounts from my previous corporate job into Vanguard affect my current family savings strategy?
2 real searches · 1 real-search pass
IRS rollover chart 401k to IRA direct rollover tax withholding pro rata rule traditional IRA 2026Google ↗
OBSERVEDReason
Vanguard rollover old employer 401k traditional IRA fees investment options officialGoogle ↗
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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%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
IRS rollover chart 401k to IRA direct rollover tax withholding pro rata rule traditional IRA 2026 Google ↗
Vanguard rollover old employer 401k traditional IRA fees investment options official Google ↗
  1. I left my job. What happens to my savings? · ownyourfuture.vanguard.com
  2. Understanding 401(k) to IRA Rollover Rules · investor.vanguard.com
  3. 401k rollover to an IRA · investor.vanguard.com
  4. What to do with your 401(k) when you leave your job · corporate.vanguard.com
  5. Rollovers of retirement plan and IRA distributions · irs.gov
  6. Rollovers · rollover.web.vanguard.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS rollover chart 401k to IRA direct rollover tax withholding pro rata rule traditional IRA 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Vanguard rollover old employer 401k traditional IRA fees investment options official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1