How do we migrate three years of historical payroll data from ADP into our new HR system without messing up employee tax year-end totals?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do we migrate three years of historical payroll data from ADP into our new HR system without messing up employee tax year-end totals?
2 real searches · 1 real-search pass
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)
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 employer payroll tax records retention four years W-2c wage reporting payroll records year end reconciliation Google ↗
ADP payroll historical data conversion export payroll register tax reports year to date balances migration new payroll system Google ↗
- Considering a Move from Lattice HRIS and Payroll? · adp.com
- Midyear Payroll · adp.com
- Publication 15 (2026), (Circular E), Employer’s Tax Guide · irs.gov
- Employment tax recordkeeping · irs.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS employer payroll tax records retention four years W-2c wage reporting payroll records year end reconciliation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
ADP payroll historical data conversion export payroll register tax reports year to date balances migration new payroll system OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |