Real ChatGPT answer · index seedLOvsoqJRRGEcompleteFinance and banking · taxes and tax softwareinformational

I need to know the exact income limits for the twenty twenty three federal tax brackets because my employer changed my withholding and I want to avoid a penalty.

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

The searches the AI actually ran for this prompt.

SEED QUERY
I need to know the exact income limits for the twenty twenty three federal tax brackets because my employer changed my withholding and I want to avoid a penalty.
2 real searches · 1 real-search pass
IRS 2023 tax rate schedules federal income tax brackets filing status taxable incomeGoogle ↗
OBSERVEDReason
IRS 2023 underpayment penalty estimated tax safe harbor 90% 100% 110% prior year AGIGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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 2023 tax rate schedules federal income tax brackets filing status taxable income Google ↗
IRS 2023 underpayment penalty estimated tax safe harbor 90% 100% 110% prior year AGI Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS 2023 tax rate schedules federal income tax brackets filing status taxable income
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
IRS 2023 underpayment penalty estimated tax safe harbor 90% 100% 110% prior year AGI
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1