Real ChatGPT answer · index seedTdj2ycwYbWEcompleteFinance and banking · retirement accountsinformational

Can you provide a detailed tax bracket analysis comparing Roth versus traditional contributions for a software engineer making two hundred thousand dollars living in high-tax California?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you provide a detailed tax bracket analysis comparing Roth versus traditional contributions for a software engineer making two hundred thousand dollars living in high-tax California?
3 real searches · 1 real-search pass
2026 federal income tax brackets standard deduction 2026 IRS revenue procedureGoogle ↗
OBSERVEDReason
California 2026 income tax brackets standard deduction FTB 2026 tax ratesGoogle ↗
OBSERVEDOther / navigational
2026 401(k) contribution limit IRS 2026 Roth traditional contribution rulesGoogle ↗
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 (3)
Short factOther / navigational33%Comparison33%ConsequenceReason33%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
2026 federal income tax brackets standard deduction 2026 IRS revenue procedure Google ↗
California 2026 income tax brackets standard deduction FTB 2026 tax rates Google ↗
2026 401(k) contribution limit IRS 2026 Roth traditional contribution rules Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal income tax brackets standard deduction 2026 IRS revenue procedure
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
California 2026 income tax brackets standard deduction FTB 2026 tax rates
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
2026 401(k) contribution limit IRS 2026 Roth traditional contribution rules
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1