Comparing UltiPro payroll reporting capabilities with Paychex standard reports to figure out which platform requires fewer paid custom developer hours.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Comparing UltiPro payroll reporting capabilities with Paychex standard reports to figure out which platform requires fewer paid custom developer hours.
3 real searches · 1 real-search pass
UKG Pro UltiPro payroll standard reports reporting capabilities report writer custom reports official documentationGoogle ↗
OBSERVEDOther / navigational
Paychex Flex payroll standard reports custom reporting capabilities official reportsGoogle ↗
OBSERVEDReason
UKG Pro reporting business intelligence payroll reports standard reports report writer implementation consultingGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
UKG Pro UltiPro payroll standard reports reporting capabilities report writer custom reports official documentation Google ↗
Paychex Flex payroll standard reports custom reporting capabilities official reports Google ↗
UKG Pro reporting business intelligence payroll reports standard reports report writer implementation consulting Google ↗
- ukg.com · ukg.com
- Analytics & Reporting · interactive.paychex.com
- Business Solutions Payroll, HR & Benefits · paychex.com
- Compare Payroll Packages & Pricing · paychex.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
UKG Pro UltiPro payroll standard reports reporting capabilities report writer custom reports official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Paychex Flex payroll standard reports custom reporting capabilities official reports OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
UKG Pro reporting business intelligence payroll reports standard reports report writer implementation consulting OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |