We have a W2 parsing error crisis happening right now with our year end files, so is ADP or Paylocity better at diagnosing and fixing box twelve codes instantly?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We have a W2 parsing error crisis happening right now with our year end files, so is ADP or Paylocity better at diagnosing and fixing box twelve codes instantly?
3 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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
ADP W-2 Box 12 codes troubleshooting payroll year end official documentation 2026 Google ↗
Paylocity W-2 Box 12 codes troubleshooting year end official documentation 2026 Google ↗
ADP vs Paylocity year end tax filing W-2 support payroll error correction comparison Google ↗
- W2 Management for your Business · adp.com
- Year End Payroll and Tax Checklist · adp.com
- Year-End FAQs · paylocity.com
- Frequently Asked Questions and User Support · paylocity.com
- General Instructions for Forms W-2 and W-3 (2026) · irs.gov
- 2026 General Instructions for Forms W-2 and W-3 · irs.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
ADP W-2 Box 12 codes troubleshooting payroll year end official documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Paylocity W-2 Box 12 codes troubleshooting year end official documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
ADP vs Paylocity year end tax filing W-2 support payroll error correction comparison OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |