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UltiPro custom report builder versus Excel macros for extracting urgent quarterly headcount metrics for the board meeting starting in three hours

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
UltiPro custom report builder versus Excel macros for extracting urgent quarterly headcount metrics for the board meeting starting in three hours
2 real searches · 1 real-search pass
UKG Pro UltiPro custom report builder reporting employee headcount effective date export Excel official documentationGoogle ↗
OBSERVEDConsequence
UKG Pro reporting custom reports employee data export Excel reporting capabilitiesGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / 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
UKG Pro UltiPro custom report builder reporting employee headcount effective date export Excel official documentation Google ↗
UKG Pro reporting custom reports employee data export Excel reporting capabilities Google ↗
  1. Use the Report Builder · support.learning.ultipro.com
  2. UKG Custom Report Builder · payrolllink.zendesk.com
  3. Click to add title · ukg.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
UKG Pro UltiPro custom report builder reporting employee headcount effective date export Excel official documentation
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
UKG Pro reporting custom reports employee data export Excel reporting capabilities
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1