Real ChatGPT answer · index seedS4mZKc6ItaQcompleteB2B software · accounting softwarecomparison

Comparing Sage 50 desktop licensing costs versus migrating our boutique design firm to a cheaper cloud accounting solution

ChatGPTgpt-64 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Comparing Sage 50 desktop licensing costs versus migrating our boutique design firm to a cheaper cloud accounting solution
4 real searches · 1 real-search pass
Sage 50 US pricing 2026 desktop accounting subscription plans pricing officialGoogle ↗
OBSERVEDOther / navigational
QuickBooks Online US pricing 2026 plans officialGoogle ↗
OBSERVEDComparison
Xero US pricing 2026 plans officialGoogle ↗
OBSERVEDOther / navigational
Zoho Books US pricing 2026 pricing plans officialGoogle ↗
OBSERVEDOther / navigational

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 (4)
Short factOther / navigational75%Comparison25%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
Sage 50 US pricing 2026 desktop accounting subscription plans pricing official Google ↗
QuickBooks Online US pricing 2026 plans official Google ↗
Xero US pricing 2026 plans official Google ↗
Zoho Books US pricing 2026 pricing plans official Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Sage 50 US pricing 2026 desktop accounting subscription plans pricing official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
QuickBooks Online US pricing 2026 plans official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Xero US pricing 2026 plans official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Zoho Books US pricing 2026 pricing plans official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1