Real ChatGPT answer · index seedptLItqsYK6AcompleteB2B software · HR and payroll softwarecommercial

finding a cost effective payroll migration service for moving historical payroll data from ADP to a newer platform

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

The searches the AI actually ran for this prompt.

SEED QUERY
finding a cost effective payroll migration service for moving historical payroll data from ADP to a newer platform
2 real searches · 1 real-search pass
ADP historical payroll data migration conversion services ADP to new payroll platform pricingGoogle ↗
OBSERVEDComparison
payroll data migration consultants ADP historical data conversion small business costGoogle ↗
OBSERVEDInstruction

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 / navigationalComparison50%ConsequenceReasonDefinitionInstruction50%Yes / 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
ADP historical payroll data migration conversion services ADP to new payroll platform pricing Google ↗
payroll data migration consultants ADP historical data conversion small business cost Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ADP historical payroll data migration conversion services ADP to new payroll platform pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
payroll data migration consultants ADP historical data conversion small business cost
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1