Real ChatGPT answer · index seedyP7Bj5y6JPEcompleteB2B software · HR and payroll softwarecomparison

We need to automate annual tax filings for our LLC, so can you contrast QuickBooks Payroll and ADP Run on reliability and hidden fees?

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

The searches the AI actually ran for this prompt.

SEED QUERY
We need to automate annual tax filings for our LLC, so can you contrast QuickBooks Payroll and ADP Run on reliability and hidden fees?
3 real searches · 1 real-search pass
QuickBooks Payroll pricing tax filing fees add-ons 2026 officialGoogle ↗
OBSERVEDComparison
ADP RUN pricing fees tax filing fees add-ons 2026 officialGoogle ↗
OBSERVEDComparison
QuickBooks Payroll reliability tax filing accuracy customer reviews ADP RUN reliability 2026Google ↗
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 (3)
Short factOther / navigationalComparison67%ConsequenceReason33%DefinitionInstructionYes / no

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
QuickBooks Payroll pricing tax filing fees add-ons 2026 official Google ↗
ADP RUN pricing fees tax filing fees add-ons 2026 official Google ↗
QuickBooks Payroll reliability tax filing accuracy customer reviews ADP RUN reliability 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
QuickBooks Payroll pricing tax filing fees add-ons 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
ADP RUN pricing fees tax filing fees add-ons 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
QuickBooks Payroll reliability tax filing accuracy customer reviews ADP RUN reliability 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1