Real ChatGPT answer · index seed9sFpuSoVAnocompleteB2B software · accounting softwarecommercial

Compare the pricing and Excel compatibility of the top three cloud accounting systems for independent residential contractors

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the pricing and Excel compatibility of the top three cloud accounting systems for independent residential contractors
3 real searches · 1 real-search pass
QuickBooks Online pricing plans 2026 contractor job costing Excel export reports officialGoogle ↗
OBSERVEDComparison
Xero US pricing plans 2026 Excel export reports projects officialGoogle ↗
OBSERVEDReason
FreshBooks pricing plans 2026 Excel export reports project profitability officialGoogle ↗
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 / navigationalComparison33%ConsequenceReason67%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 Online pricing plans 2026 contractor job costing Excel export reports official Google ↗
Xero US pricing plans 2026 Excel export reports projects official Google ↗
FreshBooks pricing plans 2026 Excel export reports project profitability official Google ↗
  1. How do I export my data? · support.freshbooks.com
  2. How do I export my reports? · support.freshbooks.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
QuickBooks Online pricing plans 2026 contractor job costing Excel export reports official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Xero US pricing plans 2026 Excel export reports projects official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
FreshBooks pricing plans 2026 Excel export reports project profitability official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1