Real ChatGPT answer · index seedYmnYELfvPtocompleteB2B software · HR and payroll softwareinformational

What methodology should our payroll implementation consultants use for data mapping when migrating historical payroll data containing archived employee records over seven years old?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What methodology should our payroll implementation consultants use for data mapping when migrating historical payroll data containing archived employee records over seven years old?
2 real searches · 1 real-search pass
site:irs.gov employment tax records keep at least four years after tax due or paidGoogle ↗
OBSERVEDOther / navigational
site:dol.gov FLSA payroll records retain three years two yearsGoogle ↗
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 (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
site:irs.gov employment tax records keep at least four years after tax due or paid Google ↗
site:dol.gov FLSA payroll records retain three years two years Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:irs.gov employment tax records keep at least four years after tax due or paid
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:dol.gov FLSA payroll records retain three years two years
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1