Real ChatGPT answer · index seedxYN7EMPmqrIcompleteCareers and HR · employee managementcomparison

UltiPro payroll system reporting compared to ADP Workforce Now for a small marketing agency with remote staff

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
UltiPro payroll system reporting compared to ADP Workforce Now for a small marketing agency with remote staff
3 real searches · 1 real-search pass
UKG Pro formerly UltiPro payroll reporting analytics reporting capabilities officialGoogle ↗
OBSERVEDOther / navigational
ADP Workforce Now payroll reporting analytics custom reports officialGoogle ↗
OBSERVEDOther / navigational
UKG Pro vs ADP Workforce Now small business pricing implementation reporting comparisonGoogle ↗
OBSERVEDComparison

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)
Short factOther / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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 formerly UltiPro payroll reporting analytics reporting capabilities official Google ↗
ADP Workforce Now payroll reporting analytics custom reports official Google ↗
UKG Pro vs ADP Workforce Now small business pricing implementation reporting comparison Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
UKG Pro formerly UltiPro payroll reporting analytics reporting capabilities official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
ADP Workforce Now payroll reporting analytics custom reports official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
UKG Pro vs ADP Workforce Now small business pricing implementation reporting comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1