Real ChatGPT answer · index seedTgr5oxUv2VMcompleteCareers and HR · salaries and paycommercial

What online tools do the best job at calculating take home pay check totals while accounting for maximum 401k contributions and ESPP deductions?

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What online tools do the best job at calculating take home pay check totals while accounting for maximum 401k contributions and ESPP deductions?
4 real searches · 1 real-search pass
best paycheck calculator 401k contributions ESPP deductions calculator 2026Google ↗
OBSERVEDComparison
paycheck calculator pre tax 401k Roth ESPP payroll deductions featuresGoogle ↗
OBSERVEDComparison
ADP paycheck calculator 401k contributions state taxesGoogle ↗
OBSERVEDOther / navigational
SmartAsset paycheck calculator 401k contributionsGoogle ↗
OBSERVEDOther / navigational

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 (4)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
best paycheck calculator 401k contributions ESPP deductions calculator 2026 Google ↗
paycheck calculator pre tax 401k Roth ESPP payroll deductions features Google ↗
ADP paycheck calculator 401k contributions state taxes Google ↗
SmartAsset paycheck calculator 401k contributions Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best paycheck calculator 401k contributions ESPP deductions calculator 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
paycheck calculator pre tax 401k Roth ESPP payroll deductions features
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
ADP paycheck calculator 401k contributions state taxes
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
SmartAsset paycheck calculator 401k contributions
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1